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2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2025/05/GettyImages-2213399157.jpg?resize=1200,800 OpenAI barrels towards IPO that may happen in September A day after Elon Musk lost his lawsuit that threatened OpenAI's structure, leadership and finances, OpenAI is reportedly back to prepping for its IPO. https://prismix.dev/news/e0505c018426 2026-05-20 monthly 0.7 https://external-preview.redd.it/hguP3aTIneTN50RUrrblI0pDrKjAWqBTZYhw_fbY4e4.png?width=640&crop=smart&auto=webp&s=c8b65af3122b48c4273f60b66c1e0a35ce0e8e46 Move to backend sampling for MTP draft path by gaugarg-nv · Pull Request #23287 · ggml-org/llama.cpp improved MTP performance   submitted by   /u/jacek2023 [link]   [comments] https://prismix.dev/news/6f8f66f7f74a 2026-05-20 monthly 0.7 https://prismix.dev/news/6a435a529654 2026-05-20 monthly 0.7 https://preview.redd.it/t7vnxmq3ob2h1.jpg?width=140&height=75&auto=webp&s=2ce10f0a72c082c068628229a6a0b3548e4e101f I guess 4 units wasn’t enough. I don’t think this thing is going to work out, if anyone wants a 4u gpu server complete with half a terabyte of ram hit me up. (/s)   submitted by   /u/Simple_Library_2700 [link]   [commen https://prismix.dev/news/f781b72de13f 2026-05-20 monthly 0.7 https://tii.imgix.net/production/articles/17150/c188cc5b-9731-4257-b605-5cbf110a4740.png?auto=compress,format&fit=crop&w=560 Fintech Lenders are Still Learning the Hard Way The recent bankruptcy of Parker, a corporate card startup that catered to e-commerce customers, is a good reminder that lending is one of the toughest ways to make money in fintech. Parker had been am https://prismix.dev/news/82a80379aa06 2026-05-20 monthly 0.7 https://prismix.dev/news/8ad8c2b6fb2f 2026-05-20 monthly 0.7 https://prismix.dev/news/26be4413f3dc 2026-05-20 monthly 0.7 https://prismix.dev/news/905edcaa2e68 2026-05-20 monthly 0.7 https://prismix.dev/news/240d617c47b5 2026-05-20 monthly 0.7 https://preview.redd.it/xy1bw1q2hb2h1.gif?width=108&crop=smart&s=d7b8795143278be22a5ebb381e71b5db0e6668b4 Waiting on Qwen to drop those 3.7 models be like: Mods please be kind. This was not “low effort”. It took me several minutes to find just the right waiting room gif to capture the sentiment of all us folks patiently waiting for our brothers and siste https://prismix.dev/news/d7ed89f39b6f 2026-05-20 monthly 0.7 https://prismix.dev/news/ca1bcb9cd469 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/05/Agentic-AI.webp Add a Specialized Deep Research Skill to Agent Harnesses Agent harnesses like Claude Code, Codex, and LangChain Deep Agents are excellent orchestrators. They manage sessions, chain tools, execute code, and respond to... https://prismix.dev/news/ed6d55dc9040 2026-05-20 monthly 0.7 https://preview.redd.it/xjctv0okab2h1.png?width=640&crop=smart&auto=webp&s=33f97c27bc0228be1b7faa159a96feb7c83476e6 Qwen 3.6 35B GGUF: NTP vs MTP quantization results across GPUs and CPUs Hey r/LocalLLaMA , We’ve released our ByteShape Qwen 3.6 35B GGUF quantizations in two families: standard NTP (Next Token Prediction or non-MTP) and MTP. Blog / Download NTP Models / Download MTP Mode https://prismix.dev/news/838ae3b031ad 2026-05-20 monthly 0.7 https://external-preview.redd.it/72jFEamgvByxu9uwW94UzqolnKl3FHeUP6siftYUPlk.png?width=640&crop=smart&auto=webp&s=fd223512fe78b6277144c828b25dea0f085ee4e2 CohereLabs/command-a-plus-05-2026-bf16 · Hugging Face   submitted by   /u/coder543 [link]   [comments] https://prismix.dev/news/e8749ea69668 2026-05-20 monthly 0.7 https://prismix.dev/news/8f4070de4907 2026-05-20 monthly 0.7 https://prismix.dev/news/0cd3a3695320 2026-05-20 monthly 0.7 https://substackcdn.com/image/youtube/w_728,c_limit/tNH43a1EI7s Could generative AI could turn out to be the tech industry’s Vietnam? And could public backlash lead AI to a better place? We live in interesting times https://prismix.dev/news/458815182af1 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/google-ai-sign-Getty.jpg?resize=1200,800 AI search startups are blowing up AI search has quietly become one of the most attractive targets in consumer AI. https://prismix.dev/news/a68bd3614bac 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2025/06/GettyImages-1480808838.jpg?resize=1200,800 Stability AI releases a new audio model that can create six-minute songs Stability Audio 3.0 small model can run on-device and generate two-minute long tracks https://prismix.dev/news/954c5385e0cf 2026-05-20 monthly 0.7 https://prismix.dev/news/5efb8c422842 2026-05-20 monthly 0.7 https://external-preview.redd.it/C3-TyKy5dGZx4QiIqKO9-dGa5maVeB4kkLAi-Zg-Uzw.jpeg?width=640&crop=smart&auto=webp&s=0d234062fcb8868b2866c7b364656263668bbc40 AMD Ryzen AI Halo PC will cost 3999$ with 128GB memory on board   submitted by   /u/Mochila-Mochila [link]   [comments] https://prismix.dev/news/4733dc37465b 2026-05-20 monthly 0.7 https://prismix.dev/news/f62660c0b731 2026-05-20 monthly 0.7 https://www.fire.org/sites/default/files/styles/1200x630/public/2026/05/FIRE%20plaintiff%20Larry%20Bushart%20and%20his%20wife%20Leanne_VictoryPR.jpg?h=d1cb525d&itok=u6AmVTV6 Victory: Tennessee man jailed 37 days for Trump meme wins $835,000 settlement Article URL: https://www.fire.org/news/victory-tennessee-man-jailed-37-days-trump-meme-wins-835000-settlement-after-first-amendment Comments URL: https://news.ycombinator.com/item?id=48208502 Points: https://prismix.dev/news/cae72bb18461 2026-05-20 monthly 0.7 https://prismix.dev/news/f6426ef56433 2026-05-20 monthly 0.7 https://prismix.dev/news/75b23267ff14 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/03/NanoClaw-fouders-2.jpg?resize=1200,708 NanoClaw creator turns down $20M buyout offer, raises $12M seed instead NanoCo, the company behind OpenClaw alternative NanoClaw, has raised a $12 million seed after a viral launch, the founders tell TechCrunch. https://prismix.dev/news/0c5d60043a17 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2024/11/54105085427_2cae9d0502_o.jpg?resize=1200,800 Startup Battlefield 200 applications close in one week: Window to nominate and apply for the most promising startups ends May 27 Startup Battlefield 200 applications close May 27. Pitch at TechCrunch Disrupt, get investor access, win $100K, plus more scaling perks. Nominate an early-stage founder or submit your startup here. https://prismix.dev/news/1381f27b2e7d 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2024/11/54105085427_2cae9d0502_o.jpg?resize=1200,800 Startup Battlefield 200 applications close in 1 week: Window to nominate and apply for the most promising startups closes May 27 Startup Battlefield 200 applications close May 27. Pitch at TechCrunch Disrupt, get investor access, win $100K, plus more scaling perks. Nominate an early-stage founder or submit your startup today. https://prismix.dev/news/cf1bf2d421a1 2026-05-20 monthly 0.7 https://preview.redd.it/tkn4s42soa2h1.png?width=640&crop=smart&auto=webp&s=e2756482370fb843a9c7ebe05dc4744a7a11b94e HuggingFace benchmark datasets now let you filter by model size Quite useful to see which model under 32B performs best on swebenchverified for example. https://huggingface.co/datasets?benchmark=benchmark:official&sort=trending   submitted by   /u/paf1138 https://prismix.dev/news/cd50ae1a763c 2026-05-20 monthly 0.7 https://cdn.lesnumeriques.com/optim/news/25/250918/2079666a-adieu-visa-et-mastercard-130-millions-d-europeens-basculent-vers-un-paiement-100-souverain-des-2026__1200_678__0-192-4096-2342.jpg Goodbye Visa and Mastercard: 130M Europeans switching to sovereign payment Article URL: https://www.lesnumeriques.com/banque-en-ligne/adieu-visa-et-mastercard-130-millions-d-europeens-basculent-vers-un-paiement-100-souverain-des-2026-n250918.html Comments URL: https://news.y https://prismix.dev/news/8010b8863490 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/Agent-On-Canvas-Entrypoint.png?resize=1200,675 Figma adds an AI assistant to its collaborative canvas Figma's new AI assistant will be first available on Figma Design https://prismix.dev/news/bd53dd1ca19b 2026-05-20 monthly 0.7 https://www.alqst.org/uploads/photos/shares/news/2026-05/6a0d7f2d38e34.jpeg Meta blocks human rights accounts from reaching audiences in Arabia and the UAE Article URL: https://www.alqst.org/ar/posts/1190 Comments URL: https://news.ycombinator.com/item?id=48206768 Points: 348 # Comments: 123 https://prismix.dev/news/3c01f7885f26 2026-05-20 monthly 0.7 https://prismix.dev/news/2569ed8bc54f 2026-05-20 monthly 0.7 https://prismix.dev/news/785ba2b6c5c5 2026-05-20 monthly 0.7 https://prismix.dev/news/d82a2936b49c 2026-05-20 monthly 0.7 https://external-preview.redd.it/w6ID_jiMrq3d1a3pl6Z_11wxuyT7GmZ9kHcTENl4yKA.png?width=640&crop=smart&auto=webp&s=d8b6f0ebfe544dcdd491729d40d3d8365564cc35 [WIP] Gemma 4 MTP Gemma 4 MTP from u/am17an It’s a work in progress so you have to compile it yourself, and you shouldn’t expect it to work 😉   submitted by   /u/jacek2023 [link]   [comments] https://prismix.dev/news/b7884c7ad684 2026-05-20 monthly 0.7 https://prismix.dev/news/84ef61ea813b 2026-05-20 monthly 0.7 https://spidermonkey.dev/assets/img/twitter-dark-large.png?1 Saying Goodbye to Asm.js Article URL: https://spidermonkey.dev/blog/2026/05/20/saying-goodbye-to-asmjs.html Comments URL: https://news.ycombinator.com/item?id=48206340 Points: 219 # Comments: 100 https://prismix.dev/news/d9e84fecbbb5 2026-05-20 monthly 0.7 https://cdn.mos.cms.futurecdn.net/5BYVzY95Q8VmJLdbtdLfob-1024-80.jpg College students drown out AI-praising commencement speeches with boos Article URL: https://www.tomshardware.com/tech-industry/artificial-intelligence/college-students-drown-out-ai-praising-commencement-speeches-with-boos-deal-with-it-one-speaker-fires-back-as-students-h https://prismix.dev/news/9ba611235ef5 2026-05-20 monthly 0.7 https://preview.redd.it/eiqzoh3a5a2h1.jpeg?width=640&crop=smart&auto=webp&s=80bf3b09d8145e042765033e7fdd3681c40cabea How accurate can “whichllm” be? Hello people I think the question is clear but I wanted to add some context: I work on internal tools in my job and some of the tools are for us developers (most tools are for marketing and factory pr https://prismix.dev/news/ee9593f1acee 2026-05-20 monthly 0.7 https://prismix.dev/news/bbae108ff75d 2026-05-20 monthly 0.7 https://prismix.dev/news/a8e2ef10e9b5 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/Screenshot-2026-05-19-at-1.15.37-PM-1152x648.png The Internet can't stop watching Figure AI's humanoid robots handling packages Figure AI's 24/7 livestream showcases human soft spot for humanoid robots. https://prismix.dev/news/9b8023568c17 2026-05-20 monthly 0.7 https://prismix.dev/news/1c2f4e3b793a 2026-05-20 monthly 0.7 https://prismix.dev/news/282ed0d1a8ad 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14236/gradient.png Active Learners as Efficient PRP Rerankers Abstract Pairwise ranking prompting is reformulated as active learning from noisy comparisons, with improved rankers that enhance ranking quality under call constraints and address position bias throu https://prismix.dev/news/f755309de689 2026-05-20 monthly 0.7 https://s0.wp.com/_si/?t=eyJpbWciOiJodHRwczpcL1wvaTAud3AuY29tXC9zdHJhdGVjaGVyeS5jb21cL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMThcLzAzXC9jcm9wcGVkLWFuZHJvaWQtY2hyb21lLTUxMng1MTItMS5wbmc_Zml0PTUxMiUyQzUxMiZzc2w9MSIsInR4dCI6IlN0cmF0ZWNoZXJ5IGJ5IEJlbiBUaG9tcHNvbiIsInRlbXBsYXRlIjoiZWRnZSIsImZvbnQiOiIiLCJibG9nX2lkIjoxODgwNDM0MTV9.5VWck4PcKPWCTPe_HVznn3n3xsgn-G0b3d2OeiNNC7cMQ Google I/O, World Models, I/O Spaghetti Google I/O put AI everywhere, for better and for worse. Meanwhile, is DeepMind aligned with Google's business objectives? https://prismix.dev/news/0bfa617496a7 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.09640/gradient.png Overcoming Catastrophic Forgetting in Visual Continual Learning with Reinforcement Fine-Tuning Abstract Reinforcement Fine-Tuning suffers from catastrophic forgetting in visual continual learning, which is addressed through Retention-aware Policy Optimization that uses trajectory-level reward s https://prismix.dev/news/546634a7afb7 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.20150/gradient.png TideGS: Scalable Training of Over One Billion 3D Gaussian Splatting Primitives via Out-of-Core Optimization Abstract TideGS enables training 3D Gaussian Splatting with over one billion primitives on a single GPU by managing parameters across SSD-CPU-GPU hierarchy through block-virtualization, asynchronous p https://prismix.dev/news/fec2d7c4f6d3 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.18646/gradient.png Language-Switching Triggers Take a Latent Detour Through Language Models Abstract A three-word Latin trigger in an 8B-parameter language model redirects English output to French through a circuit involving attention heads, orthogonal latent subspaces, and final-layer MLP c https://prismix.dev/news/99008a524fb0 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.19908/gradient.png Where Does Authorship Signal Emerge in Encoder-Based Language Models? Abstract Authorship attribution model performance varies significantly based on scoring mechanisms rather than representation quality, with different consolidation layers of authorship signals determi https://prismix.dev/news/013e360b422d 2026-05-20 monthly 0.7 https://prismix.dev/news/9ae5f6292193 2026-05-20 monthly 0.7 https://prismix.dev/news/df26b6b02d64 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.20147/gradient.png PixVerve: Advancing Native UHR Image Generation to 100MP with a Large-Scale High-Quality Dataset Abstract A large-scale UHR image-text dataset and evaluation benchmark are introduced to advance ultra-high-resolution text-to-image generation capabilities. AI-generated summary Text-to-Image (T2I) m https://prismix.dev/news/8a47987e686a 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.18226/gradient.png Context Memorization for Efficient Long Context Generation Abstract Attention-state memory enables efficient long-prefix inference by storing precomputed attention states in lightweight memory, improving accuracy and reducing latency compared to traditional m https://prismix.dev/news/1868a235a408 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.19014/gradient.png SAGA: A Sequence-Adaptive Generative Architecture for Multi-Horizon Probabilistic Forecasting with Adaptive Temporal Conformal Prediction Abstract A transformer-based model for lifetime earnings forecasting demonstrates improved accuracy and reliable prediction intervals compared to traditional parametric approaches. AI-generated summar https://prismix.dev/news/52e026bc0533 2026-05-20 monthly 0.7 https://preview.redd.it/42ak5qmus82h1.png?width=140&height=42&auto=webp&s=1df0b633370837fea7c3784739eeef63b95047ce Qwen3.7 Max scored by Artificial Analysis, 27B/35B waiting room https://preview.redd.it/42ak5qmus82h1.png?width=1133&format=png&auto=webp&s=744ea3dfc06c83d0c4d8aa128c39b3238b17d7be Qwen 3.7 Max sitting at 5th, pretty much on par with GPT 5.4 (xhigh) and a notch ab https://prismix.dev/news/7e5ed137447e 2026-05-20 monthly 0.7 https://assets.vercel.com/image/upload/contentful/image/e5382hct74si/3uPYJwKOF0WwcurlTBY2Ya/f08abe27da129f05364bd63f6883058e/Vercel_x_xAI.png Grok Build 0.1 now available on Vercel AI Gateway Grok Build 0.1 is now available on Vercel AI Gateway . This is a beta coding model trained for agentic coding, currently in early access, and powers the Grok Build CLI app. Reasoning effort is not con https://prismix.dev/news/6b0eedee4b62 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.19587/gradient.png SceneCode: Executable World Programs for Editable Indoor Scenes with Articulated Objects Abstract SceneCode enables programmable indoor scene generation by converting natural language prompts into executable code that produces interactive, simulation-ready environments with structured obj https://prismix.dev/news/880c4dbc7ab2 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.20075/gradient.png CopT: Contrastive On-Policy Thinking with Continuous Spaces for General and Agentic Reasoning Abstract CopT introduces a novel reasoning framework for LLMs that generates draft answers first, then uses contrastive verification and dynamic thinking to improve accuracy while reducing token consu https://prismix.dev/news/ff5b50fceb08 2026-05-20 monthly 0.7 https://external-preview.redd.it/0MziaQUOzLVDxw23qbzBftGPAKeemAYUKtYkxJ_zxm0.png?width=640&crop=smart&auto=webp&s=dfb2850660384d438c3f86f3b40a12f8de2ef7a4 Guardrails take an 8B model from 53% to 99% on agentic tasks [ACM CAIS '26 preprint]   submitted by   /u/billy_booboo [link]   [comments] https://prismix.dev/news/ea0742ded670 2026-05-20 monthly 0.7 https://prismix.dev/news/74728f889686 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.17360/gradient.png Omni-DuplexEval: Evaluating Real-time Duplex Omni-modal Interaction Abstract A benchmark and evaluation framework for real-time duplex interaction in multimodal large language models, assessing continuous response generation and proactive event detection in streaming https://prismix.dev/news/30551bf2a775 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.16403/gradient.png When Vision Speaks for Sound Abstract Video-capable multimodal large language models exhibit apparent audio understanding driven by visual cues rather than actual audio processing, necessitating intervention-based frameworks for https://prismix.dev/news/bd20bc430d85 2026-05-20 monthly 0.7 https://prismix.dev/news/d89da23f1486 2026-05-20 monthly 0.7 https://prismix.dev/news/8194f74e30be 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15458/gradient.png Video Models Can Reason with Verifiable Rewards Abstract VideoRLVR optimizes video diffusion models for verifiable reasoning tasks using reinforcement learning with rule-based rewards, achieving better performance than supervised methods in constra https://prismix.dev/news/e7d5f8584993 2026-05-20 monthly 0.7 https://prismix.dev/news/11baa6af322e 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.19932/gradient.png PEEK: Context Map as an Orientation Cache for Long-Context LLM Agents Abstract PEEK enables large language model agents to efficiently reuse orientation knowledge about recurring external contexts through a persistent context map that reduces computational costs and imp https://prismix.dev/news/abd80641a27b 2026-05-20 monthly 0.7 https://prismix.dev/news/272afa1a32aa 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.18746/gradient.png ESI-Bench: Towards Embodied Spatial Intelligence that Closes the Perception-Action Loop Abstract Embodied spatial intelligence requires active perception-action loops where agents strategically explore environments to uncover hidden spatial structures, with performance limited by action https://prismix.dev/news/da7850590233 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.18703/gradient.png EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL Abstract EnvFactory automates the creation of executable tool environments and natural multi-turn trajectories for training LLMs with agentic reinforcement learning, achieving superior performance wit https://prismix.dev/news/388cfa8fcf9e 2026-05-20 monthly 0.7 https://prismix.dev/news/af9efef3c0e7 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.18827/gradient.png Code-Guided Reasoning for Small Language Models: Evaluating Executable MCQA Scaffolds Abstract Code-Guided Reasoning (CGR) evaluates how executable reasoning scaffolds enhance small language model performance on multiple-choice question answering tasks through standardized components a https://prismix.dev/news/95f72d557cc6 2026-05-20 monthly 0.7 https://prismix.dev/news/f6f8d9ef8cec 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.18714/gradient.png Semantic Generative Tuning for Unified Multimodal Models Abstract Generative post-training with semantic segmentation as a proxy enhances multimodal alignment and performance in unified models. AI-generated summary Unified multimodal models (UMMs) strive to https://prismix.dev/news/53a66227ff27 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Dimensional Balance Improves Large Scale Spatiotemporal Prediction Performance arXiv:2605.18793v1 Announce Type: new Abstract: Accurate spatiotemporal pattern analysis is critical in fields such as urban traffic, meteorology, and public health monitoring. However, existing metho https://prismix.dev/news/32b69df4d176 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Robust Basis Spline Decoupling for the Compression of Transformer Models arXiv:2605.18794v1 Announce Type: new Abstract: Decoupling is a powerful modeling paradigm for representing multivariate functions as compositions of linear transformations and univariate nonlinear fu https://prismix.dev/news/61f01397999e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png HELLoRA: Hot Experts Layer-Level Low-Rank Adaptation for Mixture-of-Experts Models arXiv:2605.18795v1 Announce Type: new Abstract: Low-Rank Adaptation (LoRA) dominates parameter-efficient fine-tuning of large language models, yet most variants target dense architectures. Mixture-of- https://prismix.dev/news/ba0427ea3617 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png UCCI: Calibrated Uncertainty for Cost-Optimal LLM Cascade Routing arXiv:2605.18796v1 Announce Type: new Abstract: LLM cascades and model routing promise lower inference cost by sending easy queries to a small model and escalating hard ones to a large model, but most https://prismix.dev/news/99cf348a53c0 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Simply Stabilizing the Loop via Fully Looped Transformer arXiv:2605.18797v1 Announce Type: new Abstract: Scaling model performance typically requires increasing model size. Looped Transformer offers a compelling alternative by iteratively reusing the same T https://prismix.dev/news/69c4e3e3f34c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Accurate Evaluation of Quickest Changepoint Detectors via Non-parametric Survival Analysis arXiv:2605.18798v1 Announce Type: new Abstract: We propose non-parametric estimators for the average run length (ARL) and average detection delay (ADD) in quickest changepoint detection (QCD) under fi https://prismix.dev/news/9870b7b0dd55 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ReCrit: Transition-Aware Reinforcement Learning for Scientific Critic Reasoning arXiv:2605.18799v1 Announce Type: new Abstract: Large language models can fail in critic interaction not only by answering incorrectly, but also by abandoning an initially correct scientific solution https://prismix.dev/news/791f6380bb20 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Theory-optimal Quantization Based on Flatness arXiv:2605.18800v1 Announce Type: new Abstract: Post-training quantization has emerged as a widely adopted technique for compressing and accelerating the inference of Large Language Models (LLMs). The https://prismix.dev/news/ed78550dcf2e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PROWL: Prioritized Regret-Driven Optimization for World Model Learning arXiv:2605.18803v1 Announce Type: new Abstract: Modern action-conditioned video world models achieve strong short-horizon visual realism, yet remain unreliable on rare, interaction-critical transition https://prismix.dev/news/60914c2f5083 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Adaptive Multi-Scale Goodness Aggregation for Forward-Forward Learning arXiv:2605.18804v1 Announce Type: new Abstract: We propose Adaptive Multi-Scale Goodness Aggregation (AMSGA), a novel extension of the Forward-Forward (FF) algorithm designed to improve stability, rob https://prismix.dev/news/5714e797de46 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Block-Based Double Decoders arXiv:2605.18807v1 Announce Type: new Abstract: Encoder-decoder models offer substantial inference-time savings over decoder-only models, but their pretraining objectives suffer from sparse supervisio https://prismix.dev/news/a6369c6b8868 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Compositional Literary Primitives in Instruction-Tuned LLMs: Cross-Architectural SAE Features for Self, Style, and Affect arXiv:2605.18808v1 Announce Type: new Abstract: We characterize a compositional architecture of literary primitives in two instruction-tuned large language models (Llama 3.1 8B-Instruct and Gemma 2 9B https://prismix.dev/news/5a426cd2b686 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Metric-Gradient Projection for Stable Multi-Agent Policy Learning arXiv:2605.18809v1 Announce Type: new Abstract: General-sum multi-agent learning is often governed by a stacked update field in which each agent's policy update changes the optimization landscape face https://prismix.dev/news/73666cc48da4 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png D-PACE: Dynamic Position-Aware Cross-Entropy for Parallel Speculative Drafting arXiv:2605.18810v1 Announce Type: new Abstract: Speculative decoding accelerates LLM inference by having a small drafter propose tokens that a larger target model verifies in parallel. Recent diffusio https://prismix.dev/news/27954b70c3e2 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PASC: Pipeline-Aware Conformal Prediction with Joint Coverage Guarantees for Multi-Stage NLP and LLM Pipelines arXiv:2605.18812v1 Announce Type: new Abstract: Modern NLP and LLM systems are pipelines: named entity recognition (NER) -> entity disambiguation (NED) -> entity typing, retrieval-augmented generation https://prismix.dev/news/cfbbc2cc51ae 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Composition of Memory Experts for Diffusion World Models arXiv:2605.18813v1 Announce Type: new Abstract: World models aim to predict plausible futures consistent with past observations, a capability central to planning and decision-making in reinforcement l https://prismix.dev/news/5d34d6e9989b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png How Faithful Is Trajectory-Based Data Attribution? Error Sources, Remedies, and Practical Guidelines arXiv:2605.18814v1 Announce Type: new Abstract: Trajectory-based data attribution methods estimate the influence of training samples on model predictions by unrolling the training trajectory. They are https://prismix.dev/news/651b72c62e0e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png DynaTrain: Fast Online Parallelism Switching for Elastic LLM Training arXiv:2605.18815v1 Announce Type: new Abstract: Modern large language model (LLM) training is inherently dynamic: resource fluctuations, RLHF phase shifts, and cluster elasticity continually reshape t https://prismix.dev/news/2fc3068c50fb 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Symmetry in the Wild: The Role of Equivariance in Neural Fluid Surrogates arXiv:2605.18816v1 Announce Type: new Abstract: Neural surrogates enable orders-of-magnitude acceleration of computational fluid dynamics (CFD) simulations, with the potential to transform engineering https://prismix.dev/news/dd4ea2595b8a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Multi-Token Residual Prediction arXiv:2605.18817v1 Announce Type: new Abstract: Diffusion Language Models (DLMs) generate text by iteratively denoising masked token sequences, offering a tradeoff between parallelism and quality comp https://prismix.dev/news/c7e40700c3fb 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Efficient Conditioning Why Pseudo Observation Batch Bayesian Optimization Works When It Does not arXiv:2605.18819v1 Announce Type: new Abstract: Constant Liar (CL), Kriging Believer (KB), and fantasy models are widely used for batch selection in parallel Bayesian Optimization, yet a unified theor https://prismix.dev/news/7a664cba5da8 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Emergence of Frontier Superposition: M\"obius attractor and Cascade Supervision arXiv:2605.18820v1 Announce Type: new Abstract: Superposition allows Transformers to reason in depth, carrying an entire reasoning frontier in parallel through a bounded-depth forward pass instead of https://prismix.dev/news/db0e7827f85e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Quantum Adversarial Machine Learning: From Classical Adaptations to Quantum-Native Methods arXiv:2605.18821v1 Announce Type: new Abstract: Machine learning has revolutionized numerous industrial domains. Despite recent advances, machine learning models remain vulnerable to adversarial threa https://prismix.dev/news/8b0a96bfb0a2 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Hybrid-LoRA: Bridging Full Fine-Tuning and Low-Rank Adaptation for Post-Training arXiv:2605.18822v1 Announce Type: new Abstract: Post-training has become essential for adapting large language models (LLMs) to complex downstream behaviors, including instruction following, preferenc https://prismix.dev/news/b63b443e8a9d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Multi-Pedestrian Safety Warning at Urban Intersections Use Case of Digital Twin arXiv:2605.18823v1 Announce Type: new Abstract: Digital twins (DTs) for urban transportation systems have gained increasing attention; however, their systematic evaluation in safety-critical scenarios https://prismix.dev/news/346fb82f4c32 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Fine-Grained Benchmark Generation for Comprehensive Evaluation of Foundation Models arXiv:2605.18824v1 Announce Type: new Abstract: Evaluation of foundation models often rely on aggregate scores from benchmarks that lack comprehensive coverage and metadata for a fine-grained evaluati https://prismix.dev/news/a8b31d752a4c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Not All Tokens Are Worth Caching: Learning Semantic-Aware Eviction for LLM Prefix Caches arXiv:2605.18825v1 Announce Type: new Abstract: Prefix caching is a key optimization in Large Language Model (LLM) serving, reusing attention Key-Value (KV) states across requests with shared prompt p https://prismix.dev/news/9a94ca091bef 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png The Routing and Filtering Structure of Attention arXiv:2605.18826v1 Announce Type: new Abstract: The attention interaction matrix $QK^{\top}$ contains two entangled computations: a skew-symmetric component that redistributes information between posi https://prismix.dev/news/800ab70d9c1a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Lossless Anti-Distillation Sampling arXiv:2605.18829v1 Announce Type: new Abstract: Frontier commercial generative models face a growing threat from distillation, whereby a distiller harvests generated responses and trains a competing m https://prismix.dev/news/d21b7c646b47 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png In-Context Learning Operates as Concept Subspace Learning arXiv:2605.18830v1 Announce Type: new Abstract: Regression and Bayesian accounts of in-context learning (ICL) explain how demonstrations can induce predictors, while mechanistic analyses often identif https://prismix.dev/news/40b5bc587394 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Precision Tracked Transformer via Kalman Filtering, Kriging and Process Noise arXiv:2605.18832v1 Announce Type: new Abstract: The Transformer is the foundational building block of modern AI, yet offers no principled handling of \emph{uncertainty}, which is prevalent in real app https://prismix.dev/news/96e962beb2d8 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Automated Big Data Quality Assessment using Knowledge Graph Embeddings arXiv:2605.18833v1 Announce Type: new Abstract: Automated data quality assessment is crucial for managing big data, but existing solutions face challenges in achieving accurate context-aware assessmen https://prismix.dev/news/5ffd1aa0e3c7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png StampFormer: A Physics-Guided Material-Geometry-Coupled Multimodal Model for Rapid Prediction of Physical Fields in Sheet Metal Stamping arXiv:2605.18835v1 Announce Type: new Abstract: Traditional sheet metal forming relies on time-consuming and expensive Finite Element Analysis (FEA) for design validation, a process that significantly https://prismix.dev/news/824a0819689e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Spectral Gradient Surgery for Domain-Generalizable Dataset Distillation arXiv:2605.18836v1 Announce Type: new Abstract: Dataset Distillation (DD) synthesizes a compact synthetic dataset that preserves the training utility of a full dataset. However, its standard formulati https://prismix.dev/news/ccb17efd5aa4 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png VCR: Learning Valid Contextual Representation for Incomplete Wearable Signals arXiv:2605.18837v1 Announce Type: new Abstract: Wearable devices enable continuous health monitoring from multimodal signals, but real-world deployment is hindered by limited labeled data and pervasiv https://prismix.dev/news/a408472af63a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Lying Is Just a Phase: The Hidden Alignment Transition in Language Model Scaling arXiv:2605.18838v1 Announce Type: new Abstract: Scaling laws predict loss from compute but not how capabilities interact. We measure the coupling between reasoning and truthfulness across 63 base mode https://prismix.dev/news/fedb5adfa542 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png An Integrated Forecasting Prototype for Emergency Department Boarding Time to Support Proactive Operational Decision Making arXiv:2605.18839v1 Announce Type: new Abstract: Overcrowding in emergency departments (ED) remains a persistent operational challenge worldwide, causing delays in care delivery and downstream congesti https://prismix.dev/news/b0488a82d03e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png The Growing Pains of Frontier Models: When Leaderboards Stop Separating and What to Measure Next arXiv:2605.18840v1 Announce Type: new Abstract: Leaderboards rank frontier models on independent axes but do not reveal whether capabilities reinforce or trade off across releases -- and at the fronti https://prismix.dev/news/1777c51e6ae8 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From Cumulative Constraints to Adaptive Runtime Safety Control for Nonstationary Reinforcement Learning arXiv:2605.18841v1 Announce Type: new Abstract: Safety in reinforcement learning is often specified through cumulative cost constraints, but these trajectory-level guarantees do not directly prevent u https://prismix.dev/news/0a92846dea06 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Safe Continual Reinforcement Learning under Nonstationarity via Adaptive Safety Constraints arXiv:2605.18842v1 Announce Type: new Abstract: Safe reinforcement learning in nonstationary environments requires safety mechanisms that adapt as environmental conditions change. Standard safe reinfo https://prismix.dev/news/286add325b61 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png TEMPO: Temporal Enforcement via Mode-Separated Policy Optimization for Trustworthy LLM Backtesting arXiv:2605.18843v1 Announce Type: new Abstract: Backtesting large language models on historical events requires reasoning exclusively from information available before a specified cutoff date. Yet mod https://prismix.dev/news/78f744b28372 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Graph-Driven Cross-Industry Real-Time Monitoring Framework for Anti-Money Laundering Detection in Converged Mobility-Energy Supply Chain Networks arXiv:2605.18844v1 Announce Type: new Abstract: With the deep integration of the travel and energy industries, cross-industry supply chain finance has gradually become a high-risk field of hidden mone https://prismix.dev/news/94deeec6b654 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png First-Passage Prediction of Grokking Delay: ACalibrated Law under AdamW with Causal Validation arXiv:2605.18845v1 Announce Type: new Abstract: We give the first quantitative prediction of grokking delay under AdamW. Treating the delay as a first-passage time, we derive a closed-form law T_grok https://prismix.dev/news/903b4f01af15 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Lost and Found in Translation: Variational Diagnostics for Neural Codebook Channels arXiv:2605.18846v1 Announce Type: new Abstract: Classical communication systems fail not only through random noise but also when transmitter and receiver use incompatible operational codebooks. Variat https://prismix.dev/news/ffc69b3ea08f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Transformers Linearly Represent Highly Structured World Models arXiv:2605.18847v1 Announce Type: new Abstract: Do transformers, when trained on sequential reasoning traces, build internal models of the underlying task? And if so, does the structure of those inter https://prismix.dev/news/20351f2bbd04 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Exact Linear Attention arXiv:2605.18848v1 Announce Type: new Abstract: This paper introduces Exact Linear Attention (ELA), a mechanism that achieves linear computational complexity for Transformer attention by leveraging th https://prismix.dev/news/b4c852dac82d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png INSIGHTS: Demonstration-Based Summaries of Time Series Predictors arXiv:2605.18849v1 Announce Type: new Abstract: Explainability methods have progressed rapidly, but global explanations for time-series models remain underdeveloped, with most approaches focusing on l https://prismix.dev/news/28414c0c62a5 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png STRIDE: Learnable Stepwise Language Feedback for LLM Reasoning arXiv:2605.18851v1 Announce Type: new Abstract: Recent advances in Reinforcement Learning (RL) have underscored its potential for incentivizing reasoning capabilities of Large Language Models (LLMs). https://prismix.dev/news/4f3da4e71add 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Robust Checkpoint Selection for Multimodal LLMs via Agentic Evaluation and Stability-Aware Ranking arXiv:2605.18852v1 Announce Type: new Abstract: Checkpoint selection for multimodal large language models (MLLMs) presents significant challenges when performance differentials are marginal and evalua https://prismix.dev/news/7fb0fc034cec 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference arXiv:2605.18853v1 Announce Type: new Abstract: Edge deployment of Vision-Language Models (VLMs) faces a tradeoff between latency and accuracy: cloud execution provides high-quality predictions but in https://prismix.dev/news/3560b4babc97 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Evaluating Memory Condensation Strategies for Coding Agents in Data-Driven Scientific Discovery arXiv:2605.18854v1 Announce Type: new Abstract: Coding agents accumulate extensive context during long-running tasks, yet fixed context windows force practitioners to choose between truncation and tas https://prismix.dev/news/a41c9d42a90e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Delta Attention Residuals arXiv:2605.18855v1 Announce Type: new Abstract: Attention Residuals replace standard additive residual connections with learned softmax attention over previous layer outputs, enabling selective cross- https://prismix.dev/news/a3d3e3b3a977 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference arXiv:2605.18856v1 Announce Type: new Abstract: Long-context inference is increasingly constrained by the KV cache: resident memory grows with context length, and decoding becomes limited by repeated https://prismix.dev/news/c2622b510453 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png When Individually Calibrated Models Become Collectively Miscalibrated arXiv:2605.18858v1 Announce Type: new Abstract: Probabilistic prediction systems often aggregate probability estimates from multiple models into a single decision. A common assumption is that if each https://prismix.dev/news/3e34af594548 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png TwinRouterBench: Fast Static and Live Dynamic Evaluation for Realistic Agentic LLM Routing arXiv:2605.18859v1 Announce Type: new Abstract: LLM routing matters most in long-horizon applications such as coding agents, deep research systems, and computer-use agents, where a single user request https://prismix.dev/news/661dfd3565cf 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From Llama to Cria: Scaling Down Neural Networks via Neuron-Level Spectral Structural Importance Evaluation arXiv:2605.18860v1 Announce Type: new Abstract: This paper proposes a neuron pruning framework based on neuron-level spectral structural importance evaluation. Given a trained neural network, we recor https://prismix.dev/news/34a7eea29478 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Towards Family-Grouped Hierarchical Federated Learning on Sub-5KB Models: A Feasibility Study of Privacy-Preserving ECG Monitoring for Ultra-Resource-Constrained Wearables arXiv:2605.18862v1 Announce Type: new Abstract: Cardiovascular disease remains the leading cause of death worldwide, and early detection of arrhythmias through continuous ECG monitoring on wearable de https://prismix.dev/news/1ad79214c03b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SAGE: Shaping Anchors for Guided Exploration in RLVR of LLMs arXiv:2605.18864v1 Announce Type: new Abstract: Recent studies observe that reinforcement learning with verifiable rewards (RLVR) reliably improves pass@1 on reasoning tasks, yet often fails to yield https://prismix.dev/news/e216d9a847c3 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From Sparsity to Simplicity: Enabling Simpler Sequential Replacements via Sparse Attention Distillation arXiv:2605.18865v1 Announce Type: new Abstract: Self-attention serves as the core foundation of large-scale transformer pretraining, but its quadratic token interaction cost makes inference expensive. https://prismix.dev/news/8b1f7b7bce04 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png FLUIDSPLAT: Reconstructing Physical Fields from Sparse Sensors via Gaussian Primitives arXiv:2605.18866v1 Announce Type: new Abstract: Reconstructing continuous flow fields from sparse surface-mounted sensors is central to aerodynamic design, flow control, and digital-twin instrumentati https://prismix.dev/news/d91003b24e0f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png EVA-0: Test-Time Model Evolution with Only Two Forward Passes per Sample arXiv:2605.18867v1 Announce Type: new Abstract: Test-time model evolution offers a promising way for deployed models to improve from unlabeled test-time experience, yet most existing methods depend on https://prismix.dev/news/7353337eae32 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png MO-CAPO: Multi-Objective Cost-Aware Prompt Optimization arXiv:2605.18869v1 Announce Type: new Abstract: Large language models (LLMs) achieve strong performance across a wide range of tasks but are highly sensitive to prompt design, motivating the need for https://prismix.dev/news/fc0933cf1fdc 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Multi-Headed Transformer Architectures as Time-dependent Wasserstein Gradient Flows arXiv:2605.18870v1 Announce Type: new Abstract: In recent years, transformer architectures have revolutionized the field of language processing, opening the door to previously unforeseen possibilities https://prismix.dev/news/327065813e60 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Distributional Energy-Based Models for Uncertainty-Aware Structured LLM Reasoning arXiv:2605.18871v1 Announce Type: new Abstract: When Large Language Models produce structured outputs such as travel plans, code solutions, or multi-step proofs, individual reasoning steps may appear https://prismix.dev/news/6d0a14acf7d3 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png EUPHORIA: Efficient Universal Planning via Hybrid Optimization for Robust Industrial Robotic Assembly arXiv:2605.18872v1 Announce Type: new Abstract: Robotic assembly in architectural construction faces a persistent bottleneck: existing planners are either highly specialized, requiring prohibitive ret https://prismix.dev/news/8e151dfc4cea 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ZeroUnlearn: Few-Shot Knowledge Unlearning in Large Language Models arXiv:2605.18879v1 Announce Type: new Abstract: Large language models inevitably retain sensitive information, defined as inputs that may induce harmful generations, due to training on massive web cor https://prismix.dev/news/ea027e548a72 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Multi-Dimensional Clustering Approach for Identifying Inborn Errors of Immunity arXiv:2605.18880v1 Announce Type: new Abstract: Rare diseases such as inborn errors of immunity (IEI) require early diagnosis to prevent end organ damage and improve quality of life. Hurdles in access https://prismix.dev/news/7aa1950390f7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Emergence of a Flow-Assisted Casting Strategy for Olfactory Navigation via Memory-Augmented Reinforcement Learning arXiv:2605.18881v1 Announce Type: new Abstract: In dynamic flow fields, various animals exhibit remarkable odor search capabilities despite relying on stochastic detections. Interestingly, there exist https://prismix.dev/news/d8d3a81c812a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png To Call or Not to Call: Diagnosing Intrinsic Over-Calling Bias in LLM Agents arXiv:2605.18882v1 Announce Type: new Abstract: LLM agents exhibit a consistent tendency to over-call, invoking tools even in situations where none is needed. On the When2Call benchmark, six models fr https://prismix.dev/news/1aad4350ad53 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Prediction Is Not Physics: Learning and Evaluating Conserved Quantities in Neural Simulators arXiv:2605.18883v1 Announce Type: new Abstract: A diffusion model trained on Hamiltonian trajectories can achieve rollout MSE near $10^{-3}$, but the standard deviation of its energy over time is betw https://prismix.dev/news/af627999bd83 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Navigating the Emotion Tree: Hierarchical Hyperbolic RAG for Multimodal Emotion Recognition arXiv:2605.18884v1 Announce Type: new Abstract: Multimodal emotion recognition aims to integrate text, audio, and video sources to understand human affective states. Although multimodal large language https://prismix.dev/news/8240b7631c31 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Soft Learning arXiv:2605.18889v1 Announce Type: new Abstract: Modern machine learning forces practitioners to choose between powerful but expensive deep networks and fast but limited classical algorithms. Here we i https://prismix.dev/news/c6c4adc7937c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Auditing Reasoning-Trace Memorization Claims after Unlearning with Head-Conditioned Canaries arXiv:2605.18891v1 Announce Type: new Abstract: Evaluations of unlearning on reasoning models sometimes show a bypass pattern. The answer side looks unlearned, but the model's own thinking trace keeps https://prismix.dev/news/9df9159bc736 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Data-Free Client Contribution Estimation via Logit Maximization for Federated Learning arXiv:2605.18892v1 Announce Type: new Abstract: Federated learning (FL) enables collaborative learning of computer vision models, where privacy and regulatory constraints prevent centralizing data acr https://prismix.dev/news/b6039ad84859 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Position: Graph Condensation Needs a Reset -- Move Beyond Full-dataset Training and Model-Dependence arXiv:2605.18893v1 Announce Type: new Abstract: Graph Neural Networks (GNNs) are powerful tools for learning from graph-structured data, but their scalability is increasingly strained by the size of r https://prismix.dev/news/6be00464eea4 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Two-Parameter Weibull Framework for Diagnosing Transformer Weight Distributions arXiv:2605.18898v1 Announce Type: new Abstract: We apply the Weibull distribution -- a two-parameter family from extreme-value theory -- as a diagnostic framework for element-wise weight magnitude dis https://prismix.dev/news/ccddc5dc8259 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Don't Let Bandit Feedback Pull Continual LLM-Recommender Updates Off Target arXiv:2605.18899v1 Announce Type: new Abstract: Generative LLM-based recommenders (LLM-Rec) require continual post-deployment updates, yet deployment logs provide only policy-shaped contextual bandit https://prismix.dev/news/691aaefbbf13 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Reasoning Portability: Guiding Continual Learning for MLLMs in the RLVR Era arXiv:2605.18903v1 Announce Type: new Abstract: Vision-Language Models in Continual Learning (VLM-CL) aim to continuously adapt to new multimodal tasks while retaining prior knowledge. The emerging pa https://prismix.dev/news/df97bea0922d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Stability and Discretization Error of State Space Model Neural Operators arXiv:2605.18905v1 Announce Type: new Abstract: Neural operators have emerged as a powerful, discretization-invariant framework for solving partial differential equations (PDEs). Although established https://prismix.dev/news/58978fefcaf1 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Descriptive versus Regulatory Uncertainty in Bounded Predictive Systems arXiv:2605.18909v1 Announce Type: new Abstract: Any system that models the world under finite representational capacity must compress; any compression entails a prior; and the prior is the system's bi https://prismix.dev/news/2702636c9504 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Does Your Wildfire Prediction Model Actually Work, or Just Score Well? arXiv:2605.18911v1 Announce Type: new Abstract: Wildfire prediction is important for early warning and resource allocation, yet existing Earth foundation models (Earth FMs) are pretrained for general https://prismix.dev/news/d136a880f2c7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png HypergraphFormer: Learning Hypergraphs from LLMs for Editable Floor Plan Generation arXiv:2605.18932v1 Announce Type: new Abstract: In this work, we propose HypergraphFormer, a novel and efficient approach to floor plan generation based on learning hypergraph representations with a l https://prismix.dev/news/2f632268f33e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Geometric Analysis of Sign-Magnitude Asymmetry in a ReLU + RMSNorm Block under Ternary Quantization arXiv:2605.18933v1 Announce Type: new Abstract: Pre-norm Transformers with RMSNorm tolerate ternary {-1,0,+1} weight quantization with surprisingly small loss (Ma et al., 2024). We give a geometric ex https://prismix.dev/news/d21c8c39413a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Shaping the Prior: How Synthetic Task Distributions Determine Tabular Foundation Model Quality arXiv:2605.18971v1 Announce Type: new Abstract: What determines the quality of a tabular foundation model? Unlike language or vision, tabular foundation models acquire their inductive biases almost en https://prismix.dev/news/a979d5da7046 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png TabQL: In-Context Q-Learning with Tabular Foundation Models arXiv:2605.18979v1 Announce Type: new Abstract: We propose Tabular Q-Learning (TabQL), a reinforcement learning framework that replaces the conventional parametric Q-network in Deep Q-Learning (DQN) w https://prismix.dev/news/4c31baff9962 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Distilling Linearized Behavior for Effective Task Arithmetic arXiv:2605.18993v1 Announce Type: new Abstract: Task vector composition has emerged as a promising paradigm for editing pre-trained models, enabling model merging through addition and unlearning throu https://prismix.dev/news/061ee2e4e646 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Distance-Aware Muon: Adaptive Step Scaling for Normalized Optimization arXiv:2605.18999v1 Announce Type: new Abstract: Muon and related normalized optimizers decouple the choice of update direction from the choice of step scale, but their practical performance remains se https://prismix.dev/news/7d7b96c9f934 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SAGA: A Sequence-Adaptive Generative Architecture for Multi-Horizon Probabilistic Forecasting with Adaptive Temporal Conformal Prediction arXiv:2605.19014v1 Announce Type: new Abstract: Microsimulation models used by ministries of finance and central banks rely on parametric processes for lifetime earnings that capture only first and se https://prismix.dev/news/ab73a27f1dca 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png LoRA vs. Full Fine-Tuning: A Theoretical Perspective arXiv:2605.19018v1 Announce Type: new Abstract: Fine-tuning adapts a pre-trained model to downstream tasks using a small amount of labeled data. Low-Rank Adaptation (LoRA) is an efficient fine-tuning https://prismix.dev/news/18a138c597f3 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Deep Neural Sheaf Diffusion arXiv:2605.19021v1 Announce Type: new Abstract: Deep Graph Neural Networks (GNNs) are essential for capturing complex dependencies in graph-structured data. However, scaling GNNs to depth remains chal https://prismix.dev/news/6d196e898001 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Learning When to Adapt arXiv:2605.19028v1 Announce Type: new Abstract: Low-rank adaptation (LoRA) is a widely used parameter-efficient fine-tuning method, yet its learned correction is static: the same low-rank update is ap https://prismix.dev/news/0d2cee7b9e26 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png KVBuffer: IO-aware Serving for Linear Attention arXiv:2605.19049v1 Announce Type: new Abstract: Linear attention has recently gained significant attention for long-context inference due to its constant decoding cost with respect to context length. https://prismix.dev/news/ea59c29b87b7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Generative Pseudo-Force Fields for Molecular Generation arXiv:2605.19050v1 Announce Type: new Abstract: Generating stable molecular conformations typically forces a tradeoff between the physical realism of energy-based relaxation and the sampling efficienc https://prismix.dev/news/94b5cd21e85e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Mapping Uncharted Symmetries: Machine Discovery in Combinatorics arXiv:2605.19063v1 Announce Type: new Abstract: Inspired by long-standing open problems in algebraic combinatorics, we show that modern machine learning can meaningfully contribute to verifiable mathe https://prismix.dev/news/743e2160a863 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Riemannian Networks over Full-Rank Correlation Matrices arXiv:2605.19073v1 Announce Type: new Abstract: Representations on the Symmetric Positive Definite (SPD) manifold have garnered significant attention across different applications. In contrast, the ma https://prismix.dev/news/e404b9b9ab74 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png The impact of observation density on Bayesian inversion of latent dynamics in shock-dominated flows arXiv:2605.19076v1 Announce Type: new Abstract: Inferring unknown initial states in shock-dominated compressible flows from sparse and noisy measurements is a challenging ill-posed inverse problem due https://prismix.dev/news/c2415b92069e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png MANGO: Meta-Adaptive Network Gradient Optimization for Online Continual Learning arXiv:2605.19080v1 Announce Type: new Abstract: In Online Continual Learning (OCL), a neural network sequentially learns from a non-stationary data stream in a single-pass with access only to a limite https://prismix.dev/news/fd35d02fae68 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Chessformer: A Unified Architecture for Chess Modeling arXiv:2605.19091v1 Announce Type: new Abstract: Chess has long served as a canonical testbed for artificial intelligence, but modeling approaches for its central tasks have diverged. Maximizing playin https://prismix.dev/news/ec983d011541 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png The Annotation Scarcity Paradox in Low-Resource NLP Evaluation: A Decade of Acceleration and Emerging Constraints arXiv:2605.19066v1 Announce Type: new Abstract: Over the past decade, low-resource natural language processing (NLP) has experienced explosive growth, propelled by cross-lingual transfer, massively mu https://prismix.dev/news/3b51c7e377cf 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Benchmarking Commercial ASR Systems on Code-Switching Speech: Arabic, Persian, and German arXiv:2605.19069v1 Announce Type: new Abstract: Code-switching -- the natural alternation between two languages within a single utterance -- represents one of the most challenging and under-studied co https://prismix.dev/news/6d2b1681c81f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ReacTOD: Bounded Neuro-Symbolic Agentic NLU for Zero-Shot Dialogue State Tracking arXiv:2605.19077v1 Announce Type: new Abstract: Task-oriented dialogue systems -- handling transactions, reservations, and service requests -- require predictable behavior, yet the moderately-sized LL https://prismix.dev/news/29355a357a82 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Agent Meltdowns: The Road to Hell Is Paved with Helpful Agents arXiv:2605.19149v1 Announce Type: new Abstract: Agents operating with computer and Web use inevitably encounter errors: inaccessible webpages, missing files, local and remote misconfigurations, etc. T https://prismix.dev/news/642b52c2b90c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Prompting language influences diagnostic reasoning and accuracy of large language models arXiv:2605.19173v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly explored for clinical decision support, yet most evaluations are conducted in English, leaving their relia https://prismix.dev/news/be206e0eba0b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png MMoA: An AI-Agent framework with recurrence for Memoried Mixure-of-Agent arXiv:2605.19194v1 Announce Type: new Abstract: The Mixture-of-Agents (MoA) framework has shown promise in improving large language model (LLM) performance by aggregating outputs from multiple agents. https://prismix.dev/news/c77ac6c5024a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Time to REFLECT: Can We Trust LLM Judges for Evidence-based Research Agents? arXiv:2605.19196v1 Announce Type: new Abstract: Deep research agents increasingly automate complex information-seeking tasks, producing evidence-grounded reports via multi-step reasoning, tool use, an https://prismix.dev/news/2f16a1493074 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Position: Uncertainty Quantification in LLMs is Just Unsupervised Clustering arXiv:2605.19220v1 Announce Type: new Abstract: Uncertainty Quantification (UQ) is widely regarded as the primary safeguard for deploying Large Language Models (LLMs) in high-stakes domains. However, https://prismix.dev/news/e4dcd8aa626e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Fine-tuning language encoding models on slow fMRI improves prediction for fast ECoG arXiv:2605.19224v1 Announce Type: new Abstract: Neuroscientists have recently turned to intracranial brain recording methods, like electrocorticography (ECoG), for human experiments because of the fin https://prismix.dev/news/ef29ff479f0c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Diagnosing Multi-step Reasoning Failures in Black-box LLMs via Stepwise Confidence Attribution arXiv:2605.19228v1 Announce Type: new Abstract: Large Language Models have achieved strong performance on reasoning tasks with objective answers by generating step-by-step solutions, but diagnosing wh https://prismix.dev/news/b985f586c04e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png AI Technologies in Language Access: Attitudes Towards AI and the Human Value of Language Access Managers arXiv:2605.19234v1 Announce Type: new Abstract: The rapid emergence of AI technologies is reshaping translation practices and theory across the board. This paper deals with the impact of AI in languag https://prismix.dev/news/9e9a29a1731b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png FormalASR: End-to-End Spoken Chinese to Formal Text arXiv:2605.19266v1 Announce Type: new Abstract: Automatic speech recognition (ASR) systems are typically optimized for verbatim transcription, which preserves disfluencies, filler words, and informal https://prismix.dev/news/c895b00f9b46 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png DECOR: Auditing LLM Deception via Information Manipulation Theory arXiv:2605.19270v1 Announce Type: new Abstract: Large language models can deceive by subtly manipulating truthful information -- omitting key facts, shifting focus, or obscuring meaning -- making such https://prismix.dev/news/14d6445979bd 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Lost in Interpretation: The Plausibility-Faithfulness Trade-off in Cross-Lingual Explanations arXiv:2605.19274v1 Announce Type: new Abstract: LLMs deployed multilingually are often audited via English explanations for non-English inputs. We evaluate extractive explanations ''where the model id https://prismix.dev/news/1ec0614da5ba 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png OpenCompass: A Universal Evaluation Platform for Large Language Models arXiv:2605.19276v1 Announce Type: new Abstract: In recent years, the field of artificial intelligence has undergone a paradigm shift from task-specific small-scale models to general-purpose large lang https://prismix.dev/news/36b323072c34 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Language models struggle with compartmentalization arXiv:2605.19284v1 Announce Type: new Abstract: In the training data used by large language models (LLMs), the same latent concept is often presented in multiple distinct ways: the same facts appear i https://prismix.dev/news/a31206d7f983 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Are Rationales Necessary and Sufficient? Tuning LLMs for Explainable Misinformation Detection arXiv:2605.19285v1 Announce Type: new Abstract: The rapid spread of misinformation on social media platforms has become a formidable challenge. To mitigate its proliferation, Misinformation Detection https://prismix.dev/news/5d7643d8dcb8 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png How Do Document Parsers Break? Auditing Structural Vulnerability in Document Intelligence arXiv:2605.19309v1 Announce Type: new Abstract: Document Layout Analysis (DLA) pipelines provide structured page representations for retrieval-augmented generation, long-document question answering, a https://prismix.dev/news/61b8f72134d5 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Multi-Agent Framework for Feature-Constrained Difficulty Control in Reading Comprehension Item Generation arXiv:2605.19316v1 Announce Type: new Abstract: Recent studies in difficulty-controlled reading comprehension item generation have leveraged large language models (LLMs) to produce items by adjusting https://prismix.dev/news/395052d54eca 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png HalluWorld: A Controlled Benchmark for Hallucination via Reference World Models arXiv:2605.19341v1 Announce Type: new Abstract: Hallucination remains a central failure mode of large language models, but existing benchmarks operationalize it inconsistently across summarization, qu https://prismix.dev/news/1cef23cd62e3 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Retrieval-Augmented Linguistic Calibration arXiv:2605.19344v1 Announce Type: new Abstract: Linguistic cues such as "I believe" and "probably" offer an intuitive interface for communicating confidence, yet a generalisable, principled calibratio https://prismix.dev/news/4ae11313333a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png IMLJD: A Computational Dataset for Indian Matrimonial Litigation Analysis arXiv:2605.19346v1 Announce Type: new Abstract: We present IMLJD, an open dataset of 3,613 Indian court judgments covering matrimonial disputes under IPC Section 498A, the Protection of Women from Dom https://prismix.dev/news/64b4d172b218 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SciCustom: A Framework for Custom Evaluation of Scientific Capabilities in Large Language Models arXiv:2605.19357v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly applied to scientific research, yet existing evaluations often fail to reflect the fine-grained capabiliti https://prismix.dev/news/6202178a5c57 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Taming the Thinker: Conditional Entropy Shaping for Adaptive LLM Reasoning arXiv:2605.19358v1 Announce Type: new Abstract: Entropy-based deep reasoning has emerged as a promising direction for improving the reasoning capabilities of Large Language Models (LLMs), but existing https://prismix.dev/news/9eda694d6fb4 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png EmbGen: Teaching with Reassembled Corpora arXiv:2605.19394v1 Announce Type: new Abstract: Adapting small instruction-tuned models to specialized domains often relies on supervised fine-tuning (SFT) on curated instruction-response examples, wh https://prismix.dev/news/1f4ff552df01 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png LambdaPO: A Lambda Style Policy Optimization for Reasoning Language Models arXiv:2605.19416v1 Announce Type: new Abstract: Group Relative Policy Optimization(GRPO) has become a cornerstone of modern reinforcement learning alignment, prized for its efficacy in foregoing an ex https://prismix.dev/news/c481c1e8fe61 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Backtracking When It Strays: Mitigating Dual Exposure Biases in LLM Reasoning Distillation arXiv:2605.19433v1 Announce Type: new Abstract: Large language models (LLMs) have achieved remarkable success in complex reasoning tasks via long chain-of-thought (CoT), yet their immense computationa https://prismix.dev/news/7d3e03bfd2dc 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Drifting Objectives for Refining Discrete Diffusion Language Models arXiv:2605.19470v1 Announce Type: new Abstract: Discrete diffusion language models (DDLMs) generate text by iteratively denoising categorical token sequences, while recent drifting methods for continu https://prismix.dev/news/7b5feb13cb3e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Base Models Look Human To AI Detectors arXiv:2605.19516v1 Announce Type: new Abstract: As AI-generated text enters the real-world at scale, institutions increasingly use commercial AI-text detectors, especially in education and academic-in https://prismix.dev/news/b0e117bd2e65 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Investigating Cross-Modal Skill Injection: Scenarios, Methods, and Hyperparameters arXiv:2605.19523v1 Announce Type: new Abstract: Vision-Language Models (VLMs) have demonstrated remarkable proficiency in general multi-modal understanding; yet they struggle to efficiently acquire co https://prismix.dev/news/a4a73c1fdb93 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png m3BERT: A Modern, Multi-lingual, Matryoshka Bidirectional Encoder arXiv:2605.19568v1 Announce Type: new Abstract: Embedding models are pivotal in industrial information retrieval systems like search and advertising. However, existing pretrained models often exhibit https://prismix.dev/news/31db57efd5f6 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Data-Driven Approach to Idiomaticity Based on Experts' Criteria in Theoretical Linguistics arXiv:2605.19575v1 Announce Type: new Abstract: The article observes data analysis of 286 multi-word expressions (MWEs) based on 16 lexical, grammatical and other criteria described in theoretical boo https://prismix.dev/news/c99ef8c81490 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png GoLongRL: Capability-Oriented Long Context Reinforcement Learning with Multitask Alignment arXiv:2605.19577v1 Announce Type: new Abstract: We present GoLongRL, a fully open-source, capability-oriented post-training recipe for long-context reinforcement learning with verifiable rewards (RLVR https://prismix.dev/news/72bb03ccebba 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png LLMEval-Logic: A Solver-Verified Chinese Benchmark for Logical Reasoning of LLMs with Adversarial Hardening arXiv:2605.19597v1 Announce Type: new Abstract: Evaluating large language models (LLMs) on natural-language logical reasoning is essential because rule-governed tasks require conclusions to follow str https://prismix.dev/news/71a0c15c27b5 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png optimize_anything: A Universal API for Optimizing any Text Parameter arXiv:2605.19633v1 Announce Type: new Abstract: Can a single LLM-based optimization system match specialized tools across fundamentally different domains? We show that when optimization problems are f https://prismix.dev/news/14aaab6d479a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png K-Quantization and its Impact on Output Performance arXiv:2605.19645v1 Announce Type: new Abstract: Recent advancements in large language models (LLMs) have shown their remarkable capacities in many NLP tasks. However, their substantial size often pres https://prismix.dev/news/fe0678950626 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Can Large Language Models Reliably Correct Errors in Low-Resource ASR? A Contamination-Aware Case Study on West Frisian arXiv:2605.19711v1 Announce Type: new Abstract: Automatic speech recognition (ASR) has improved substantially in recent years, yet performance remains limited for low-resource languages. Large languag https://prismix.dev/news/340c7b287be9 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png LLM-Based Financial Sentiment Analysis in Arabic: Evidence from Saudi Markets arXiv:2605.19714v1 Announce Type: new Abstract: Investor sentiment shapes financial markets, yet modeling sentiment in Arabic financial contexts remains challenging due to linguistic complexity and li https://prismix.dev/news/a91a1ca74ed7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png CAIT: A Syntactic Parsing Toolkit for Child-Adult InTeractions arXiv:2605.19718v1 Announce Type: new Abstract: CHILDES is a paramount resource for language acquisition studies -- yet computational tools for analyzing its syntactic structure remain limited. Levera https://prismix.dev/news/e0be02d4ce22 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Mathematical Reasoning in Large Language Models: Benchmarks, Architectures, Evaluation, and Open Challenges arXiv:2605.19723v1 Announce Type: new Abstract: Mathematical reasoning is essential for problem-solving in education, science, and industry, serving as a crucial benchmark for evaluating artificial in https://prismix.dev/news/1e93f298aedc 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ContextRAG: Extraction-Free Hierarchical Graph Construction for Retrieval-Augmented Generation arXiv:2605.19735v1 Announce Type: new Abstract: Graph-structured retrieval-augmented generation (RAG) systems can improve answer quality on multi-hop questions, but many current systems rely on large https://prismix.dev/news/1c72188c96b8 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png TERGAD: Structure-Aware Text-Enhanced Representations for Graph Anomaly Detection arXiv:2605.19738v1 Announce Type: new Abstract: Graph Anomaly Detection (GAD) aims to identify atypical graph entities, such as nodes, edges, or substructures, that deviate significantly from the majo https://prismix.dev/news/de459870b452 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Synthesis and Evaluation of Long-term History-aware Medical Dialogue arXiv:2605.19766v1 Announce Type: new Abstract: An effective healthcare agent must be able to recall and reason over a patient's longitudinal medical history. However, the absence of datasets with rea https://prismix.dev/news/bf2a04c18fe3 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Towards Trust Calibration in Socially Interactive Agents: Investigating Gendered Multimodal Behaviors Generation with LLMs arXiv:2605.19798v1 Announce Type: new Abstract: As Socially Interactive Agents (SIAs) become increasingly integrated into daily life, the ability to calibrate user trust to an agent's actual capabilit https://prismix.dev/news/93bc28fe1383 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Chunking German Legal Code arXiv:2605.19806v1 Announce Type: new Abstract: This paper investigates chunking strategies for retrieval-augmented generation on German statutory law, using the German Civil Code as a structured benc https://prismix.dev/news/b347ce56a38f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png LP-Eval: Rubric and Dataset for Measuring the Quality of Legal Proposition Generation arXiv:2605.19815v1 Announce Type: new Abstract: Legal proposition generation is central to legal reasoning and doctrinal scholarship, yet remain under-examined in Legal NLP. This paper investigates th https://prismix.dev/news/136736281594 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png CLIF: Concept-Level Influence Functions for Transparent Bottleneck Models arXiv:2605.19848v1 Announce Type: new Abstract: In recent years, the black-box nature of deep learning models has limited their application in high-stakes domains such as medical diagnosis and finance https://prismix.dev/news/7a67cd97deac 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Are Tools Always Beneficial? Learning to Invoke Tools Adaptively for Dual-Mode Multimodal LLM Reasoning arXiv:2605.19852v1 Announce Type: new Abstract: Tool-augmented reasoning has emerged as a promising direction for enhancing the reasoning capabilities of multimodal large language models (MLLMs). Howe https://prismix.dev/news/c6b9b2d1508d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Where Does Authorship Signal Emerge in Encoder-Based Language Models? arXiv:2605.19908v1 Announce Type: new Abstract: Authorship attribution models fine-tuned with the same pretrained encoder, data, and loss can differ four-fold in performance depending only on their sc https://prismix.dev/news/c81c446f3d5f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png What Are LLMs Doing to Scientific Communication? Measuring Changes in Writing Practices and Reading Experience arXiv:2605.19936v1 Announce Type: new Abstract: Has the style of scientific communication changed due to the growing use of large language models in the writing process? We address this question in th https://prismix.dev/news/2e12c803c4b0 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory arXiv:2605.19952v1 Announce Type: new Abstract: To enable reliable long-term interaction, LLM agents require a memory system that can faithfully store, efficiently retrieve, and deeply reason over acc https://prismix.dev/news/ec294640e53e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png FlexDraft: Flexible Speculative Decoding via Attention Tuning and Bonus-Guided Calibration arXiv:2605.20022v1 Announce Type: new Abstract: Speculative decoding accelerates memory-bound LLM inference without quality degradation by using a fast drafter to propose multiple candidate tokens and https://prismix.dev/news/b9db3beb8dd5 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Mind Your Moras: Orthography-Aware Error Analysis of Neural Japanese Morphological Generation arXiv:2605.20043v1 Announce Type: new Abstract: We present an orthography-aware error analysis of Japanese past-tense morphological inflection, treating hiragana not merely as a transcriptional medium https://prismix.dev/news/49eb56f4e9f0 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Language Mutations Sustain the Persistences of Conspiracy Theories on Social Media arXiv:2605.20050v1 Announce Type: new Abstract: This study investigates how language mutations affect the persistent diffusion of conspiracy theories on social media. Drawing on a three-year dataset o https://prismix.dev/news/23e1392b46f1 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PromptRad: Knowledge-Enhanced Multi-Label Prompt-Tuning for Low-Resource Radiology Report Labeling arXiv:2605.20052v1 Announce Type: new Abstract: Automatic report labeling facilitates the identification of clinical findings from unstructured text and enables large-scale annotation for medical imag https://prismix.dev/news/348f4a10df21 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Rewarding Beliefs, Not Actions: Consistency-Guided Credit Assignment for Long-Horizon Agents arXiv:2605.20061v1 Announce Type: new Abstract: Reinforcement learning from verifiable rewards (RLVR) is a promising paradigm for improving large language model (LLM) agents on long-horizon interactiv https://prismix.dev/news/73261d77ac77 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Text-to-SPARQL Generation with Reinforcement Learning: A GRPO-based Approach on DBLP arXiv:2605.20066v1 Announce Type: new Abstract: Knowledge graph question answering seeks to translate natural language questions into executable queries over knowledge graphs, but existing approaches https://prismix.dev/news/3644a1342f5d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png CopT: Contrastive On-Policy Thinking with Continuous Spaces for General and Agentic Reasoning arXiv:2605.20075v1 Announce Type: new Abstract: Chain-of-thought (CoT) is a standard approach for eliciting reasoning capabilities from large language models (LLMs). However, the common CoT paradigm t https://prismix.dev/news/4e712f0f5698 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png BalanceRAG: Joint Risk Calibration for Cascaded Retrieval-Augmented Generation arXiv:2605.20084v1 Announce Type: new Abstract: Large language models (LLMs) can enhance factuality via retrieval-augmented generation (RAG), but applying RAG to every query is unnecessary when the mo https://prismix.dev/news/e19db53781e7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ThoughtTrace: Understanding User Thoughts in Real-World LLM Interactions arXiv:2605.20087v1 Announce Type: new Abstract: Conversational AI has now reached billions of users, yet existing datasets capture only what people say, not what they think. We introduce ThoughtTrace, https://prismix.dev/news/2c743cac910a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png MixRea: Benchmarking Explicit-Implicit Reasoning in Large Language Models arXiv:2605.20128v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly integrated into high-stakes decision-making. Inspired by the theory of \emph{inattentional blindness} in h https://prismix.dev/news/9bbb901f846a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Less Back-and-Forth: A Comparative Study of Structured Prompting arXiv:2605.20149v1 Announce Type: new Abstract: Large language models (LLMs) are widely used for open-ended tasks, but underspecified prompts can lead to low-quality answers and additional interaction https://prismix.dev/news/eae132896316 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png KoRe: Compact Knowledge Representations for Large Language Models arXiv:2605.20170v1 Announce Type: new Abstract: Modern Large Language Models (LLMs) have shown impressive performances in user-facing tasks such as question answering, as well as consistent improvemen https://prismix.dev/news/9c561b9bfc67 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning arXiv:2605.20176v1 Announce Type: new Abstract: Large language models (LLMs) and agentic systems have shown promise for clinical decision support, but existing works largely assume that evidence has a https://prismix.dev/news/a8e2ac7b0f8b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From Seeing to Thinking: Decoupling Perception and Reasoning Improves Post-Training of Vision-Language Models arXiv:2605.20177v1 Announce Type: new Abstract: Recent advances in vision-language models (VLMs) emphasize long chain-of-thought reasoning; yet, we find that their performance on visual tasks is prima https://prismix.dev/news/2aada46b2186 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png TIDE: Efficient and Lossless MoE Diffusion LLM Inference with I/O-aware Expert Offload arXiv:2605.20179v1 Announce Type: new Abstract: Diffusion Large Language Models (dLLMs) have emerged as a competitive alternative to autoregressive (AR) models, offering better hardware utilization an https://prismix.dev/news/16c671579759 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Retrieve Only Relevant Tables Whether Few or Many: Adaptive Table Retrieval Method arXiv:2605.18766v1 Announce Type: cross Abstract: Retrieving relevant tables from extensive databases for a given natural language query is essential for accurately answering questions in tasks such a https://prismix.dev/news/e651c3b69fe0 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ClusterRAG: Cluster-Based Collaborative Filtering for Personalized Retrieval-Augmented Generation arXiv:2605.18769v1 Announce Type: cross Abstract: Personalized Retrieval-Augmented Generation (RAG) relies on accurately selecting user-relevant documents. In practice, existing RAG approaches often s https://prismix.dev/news/727616ead1cd 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Improving Retrieval-Augmented Generation without Taxonomy-based Error Categorization arXiv:2605.18772v1 Announce Type: cross Abstract: Retrieval-Augmented Generation (RAG) improves the factual accuracy of large language model (LLM) outputs by grounding generation in external knowledge https://prismix.dev/news/cb4db0d38639 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Trust or Abstain? A Self-Aware RAG Approach arXiv:2605.18792v1 Announce Type: cross Abstract: Retrieval-augmented generation (RAG) improves large language models (LLMs) by incorporating external evidence, but it also introduces knowledge confli https://prismix.dev/news/7b70b715b1b8 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Dynamic Model Merging Made Slim arXiv:2605.18904v1 Announce Type: cross Abstract: Model merging enables the reuse of fine-tuned models without joint training or access to original data. Dynamic merging further improves flexibility b https://prismix.dev/news/73f421b05a9d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png FedMental: Evaluating Federated Learning for Mental Health Detection from Social Media Data arXiv:2605.18936v1 Announce Type: cross Abstract: Social media text data are often used to train Machine Learning (ML) models to identify users exhibiting high-risk mental health behaviors. However, s https://prismix.dev/news/8e9dc20c5ca6 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Learn-by-Wire Training Control Governance: Bounded Autonomous Training Under Stress for Stability and Efficiency arXiv:2605.19008v1 Announce Type: cross Abstract: Modern language-model training is increasingly exposed to instability, degraded runs, and wasted compute, especially under aggressive learning-rate, s https://prismix.dev/news/e55a17695c51 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Counterfactual Likelihood Tests for Indirect Influence in Private Reasoning Channels arXiv:2605.19092v1 Announce Type: cross Abstract: Reasoning systems increasingly separate intermediate computation into private and public channels, creating evaluation cases that look similar in tran https://prismix.dev/news/6dd8aa396fd1 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png DecisionBench: A Benchmark for Emergent Delegation in Long-Horizon Agentic Workflows arXiv:2605.19099v1 Announce Type: cross Abstract: We introduce DecisionBench, a benchmark substrate for emergent delegation in long-horizon agentic workflows. The substrate fixes a task suite (GAIA, t https://prismix.dev/news/9910ca86e8a2 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png EgoBabyVLM: Benchmarking Cross-Modal Learning from Naturalistic Egocentric Video Data arXiv:2605.19130v1 Announce Type: cross Abstract: Children acquire language grounding with remarkable robustness from limited visuo-linguistic input in ways that surpass today's best large multimodal https://prismix.dev/news/f7e97bca6a39 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png GRASP: Deterministic argument ranking in interaction graphs arXiv:2605.19141v1 Announce Type: cross Abstract: Large language models are increasingly deployed as automated judges to evaluate the strength of arguments. As this role expands, their legitimacy depe https://prismix.dev/news/73c0cd096c46 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png STAR-P\'olyaMath: Multi-Agent Reasoning under Persistent Meta-Strategic Supervision arXiv:2605.19338v1 Announce Type: cross Abstract: Frontier AI models and multi-agent systems have led to significant improvements in mathematical reasoning. However, for problems requiring extended, l https://prismix.dev/news/c5c62436b3de 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PAVE: A Cognitive Architecture for Legitimate Violation in Generative Agent Societies arXiv:2605.19351v1 Announce Type: cross Abstract: Generative agents based on large language models reproduce believable human behavior in cooperative settings, but how they should reason in situations https://prismix.dev/news/845d77f0a1df 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png CEPO: RLVR Self-Distillation using Contrastive Evidence Policy Optimization arXiv:2605.19436v1 Announce Type: cross Abstract: When a model produces a correct solution under reinforcement learning with verifiable rewards (RLVR), every token receives the same reward signal rega https://prismix.dev/news/a4a0d2ae1c48 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Position: The Turing-Completeness of Real-World Autoregressive Transformers Relies Heavily on Context Management arXiv:2605.19514v1 Announce Type: cross Abstract: Many works make the eye-catching claim that Transformers are Turing-complete. However, the literature often conflates two distinct settings: (i) a fix https://prismix.dev/news/8cdda11ca7ab 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Library Drift: Diagnosing and Fixing a Silent Failure Mode in Self-Evolving LLM Skill Libraries arXiv:2605.19576v1 Announce Type: cross Abstract: Self-evolving skill libraries face a silent failure mode we term \emph{library drift}: unbounded skill accumulation without outcome-driven lifecycle m https://prismix.dev/news/d6a5629a7293 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png OScaR: The Occam's Razor for Extreme KV Cache Quantization in LLMs and Beyond arXiv:2605.19660v1 Announce Type: cross Abstract: The rapid advancement toward long-context reasoning and multi-modal intelligence has made the memory footprint of the Key-Value (KV) cache a dominant https://prismix.dev/news/f5710a7b5fa7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png What Really Improves Mathematical Reasoning: Structured Reasoning Signals Beyond Pure Code arXiv:2605.19762v1 Announce Type: cross Abstract: Code has become a standard component of modern foundation language model (LM) training, yet its role beyond programming remains unclear. We revisit th https://prismix.dev/news/b076e54fc651 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From Prompts to Pavement Through Time: Temporal Grounding in Agentic Scene-to-Plan Reasoning arXiv:2605.19824v1 Announce Type: cross Abstract: Recent attempts to support high-level scene interpretation and planning in Autonomous Vehicles (AVs) using ensembles of Large Language Models (LLMs) a https://prismix.dev/news/9f2365cb7a4a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Mega-ASR: Towards In-the-wild^2 Speech Recognition via Scaling up Real-world Acoustic Simulation arXiv:2605.19833v1 Announce Type: cross Abstract: Despite rapid advances in automatic speech recognition (ASR) and large audio-language models, robust recognition in real-world environments remains li https://prismix.dev/news/67f54a8bc479 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png CADENet: Condition-Adaptive Asynchronous Dual-Stream Enhancement Network for Adverse Weather Perception in Autonomous Driving arXiv:2605.19837v1 Announce Type: cross Abstract: Adverse weather (rain, fog, sand, and snow) degrades camera-based object detection in autonomous vehicles. Existing enhancement-then-detect approaches https://prismix.dev/news/74c2a30dca38 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png FineBench: Benchmarking and Enhancing Vision-Language Models for Fine-grained Human Activity Understanding arXiv:2605.19846v1 Announce Type: cross Abstract: Vision-Language Models (VLMs) have demonstrated remarkable capabilities in general video understanding, yet they often struggle with the fine-grained https://prismix.dev/news/5ad3ad2d85c7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PEEK: Context Map as an Orientation Cache for Long-Context LLM Agents arXiv:2605.19932v1 Announce Type: cross Abstract: Large language model (LLM) agents increasingly operate over long and recurring external contexts, like document corpora and code repositories. Across https://prismix.dev/news/a60dc0c3f97f 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202605/MIT-Connor_Coley-01-press.jpg?itok=b7OXN4yk Building AI models that understand chemical principles Connor Coley works at the interface of chemistry and machine learning, to discover and design new drug compounds. https://prismix.dev/news/719e03d7776f 2026-05-20 monthly 0.7 https://prismix.dev/news/28573a72eeec 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.19577/gradient.png GoLongRL: Capability-Oriented Long Context Reinforcement Learning with Multitask Alignment Abstract GoLongRL presents an open-source approach for long-context reinforcement learning with diverse reward optimization through capability-oriented data construction and TMN-Reweight methodology. https://prismix.dev/news/0ef2d7b8cade 2026-05-20 monthly 0.7 https://substackcdn.com/image/youtube/w_728,c_limit/OMhKgQmeMhI [AINews] Google I/O 2026: Gemini 3.5 Flash, Omni (NanoBanana for Video), Spark (background agents), and Antigravity 2.0 Google has been busy! https://prismix.dev/news/93dbcd211027 2026-05-20 monthly 0.7 https://preview.redd.it/1uuzjm0ll72h1.png?width=140&height=57&auto=webp&s=988ac9e5fde36be6dd64446d60e2e3da5866306d LM Studio finally added support for MTP Speculative Decoding https://preview.redd.it/1uuzjm0ll72h1.png?width=923&format=png&auto=webp&s=1af7d7594be1e08ff7ad6797e2bc53e9410769a3 update to 0.4.14 Build 2 (Beta) and make sure your llama.cpp engine is 2.15.0… https://prismix.dev/news/aeea720d6753 2026-05-20 monthly 0.7 https://prismix.dev/news/18b0d4bc6790 2026-05-20 monthly 0.7 https://prismix.dev/news/a852bc38ef36 2026-05-20 monthly 0.7 https://external-preview.redd.it/hzO9P32TlzQGPWyZjRK845erM1f70QMt8gUZlss68oQ.jpeg?width=140&height=78&auto=webp&s=70eae3588b2dcedeed8660c81948d2e68cdd350a Decent deal on RTX 3080 20GB on ebay - $30 per GB So I was shopping for extra 3090s, I noticed a seller listing RTX 3080 with 20GB VRAM for $600. I decided to message them about the import tax and I didn't realize they handle it. So the price on thei https://prismix.dev/news/207b35d33db1 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.19995/gradient.png CogOmniControl: Reasoning-Driven Controllable Video Generation via Creative Intent Cognition Abstract Diffusion models applied in compressed image space generate high-quality images with lower computational cost and support flexible inputs like text or boxes. AI-generated summary Recent diffu https://prismix.dev/news/45748ec8a4e9 2026-05-20 monthly 0.7 https://prismix.dev/news/5010fb6e9425 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.20183/gradient.png MSAVBench: Towards Comprehensive and Reliable Evaluation of Multi-Shot Audio-Video Generation Abstract MSAVBench presents the first comprehensive benchmark and adaptive evaluation framework for multi-shot audio-video generation, addressing limitations in existing benchmarks through diverse tas https://prismix.dev/news/179c5af74d21 2026-05-20 monthly 0.7 https://prismix.dev/news/34d237393352 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.18748/gradient.png Aurora: Unified Video Editing with a Tool-Using Agent Abstract Aurora is an agentic video editing framework that combines a vision-language model agent with a diffusion transformer to handle textual and visual underspecification in video editing requests https://prismix.dev/news/758e1ff910fb 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.18855/gradient.png Delta Attention Residuals Abstract Delta Attention Residuals improve layer-wise routing by attending to feature changes rather than cumulative states, resulting in better attention distributions and model performance across di https://prismix.dev/news/bb3094748f5b 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.19769/gradient.png OpenComputer: Verifiable Software Worlds for Computer-Use Agents Abstract OpenComputer presents a framework for creating verifiable software environments for computer-use agents through integrated state verification, self-improving layers, task synthesis, and evalu https://prismix.dev/news/d31223f63668 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.20025/gradient.png AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration Abstract AutoResearchClaw is a multi-agent autonomous research system that improves scientific discovery through structured debate, self-healing execution, verifiable reporting, human collaboration, a https://prismix.dev/news/23e9646f156a 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11609/gradient.png Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information Abstract Anti-Self-Distillation reverses the direction of knowledge transfer in self-distillation to improve math reasoning efficiency and accuracy. AI-generated summary On-policy self-distillation, w https://prismix.dev/news/27c411d3d95f 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.20104/gradient.png Draft Less, Retrieve More: Hybrid Tree Construction for Speculative Decoding Abstract Graft is a training-free framework that enhances speculative decoding by dynamically combining pruning and retrieval operations to improve acceptance rates and inference speed without sacrifi https://prismix.dev/news/e5270a841641 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15529/gradient.png Process Rewards with Learned Reliability Abstract BetaPRM introduces a distributional approach to process reward models that predicts both success probabilities and prediction reliability, enabling adaptive computation allocation that reduce https://prismix.dev/news/e9a36f8adc10 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.16003/gradient.png Echo-Forcing: A Scene Memory Framework for Interactive Long Video Generation Abstract Echo-Forcing addresses limitations in interactive long-video generation by decoupling historical memory and recent dynamics through hierarchical temporal memory, scene recall frames, and diff https://prismix.dev/news/e478f7a911fe 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12623/gradient.png DocAtlas: Multilingual Document Understanding Across 80+ Languages Abstract DocAtlas framework creates high-fidelity OCR datasets across 82 languages using differential rendering and synthetic generation, demonstrating improved multilingual model adaptation through D https://prismix.dev/news/b61217f0ea3a 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.19436/gradient.png CEPO: RLVR Self-Distillation using Contrastive Evidence Policy Optimization Abstract Contrastive Evidence Policy Optimization (CEPO) improves reinforcement learning with verifiable rewards by distinguishing decisive reasoning steps from filler tokens through contrastive teach https://prismix.dev/news/a97a6ff4d6cd 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.18758/gradient.png OmniGUI: Benchmarking GUI Agents in Omni-Modal Smartphone Environments Abstract OmniGUI presents a novel multimodal benchmark for GUI agents that incorporates simultaneous audio, video, and image inputs to better simulate real smartphone interactions. AI-generated summar https://prismix.dev/news/d900b8aaeeca 2026-05-20 monthly 0.7 https://prismix.dev/news/0bafbd1f2ec6 2026-05-20 monthly 0.7 https://ychef.files.bbci.co.uk/624x351/p0nly7ch.jpg Japan is gripped by mass allergies. A 1950s project is to blame Article URL: https://www.bbc.com/future/article/20260515-the-1950s-blunder-which-causes-mass-hay-fever-in-japan Comments URL: https://news.ycombinator.com/item?id=48202047 Points: 226 # Comments: 110 https://prismix.dev/news/90528d4c7271 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.18984/gradient.png Artifact-Bench: Evaluating MLLMs on Detecting and Assessing the Artifacts of AI-Generated Videos Abstract Artifact-Bench evaluates multimodal large language models' capability to detect and analyze artifacts in AI-generated videos, revealing significant limitations in artifact perception and reas https://prismix.dev/news/f48685a4f344 2026-05-20 monthly 0.7 https://prismix.dev/news/a943329ed43d 2026-05-20 monthly 0.7 https://prismix.dev/news/0a355517d481 2026-05-20 monthly 0.7 https://prismix.dev/news/b6ae5bb9ee29 2026-05-20 monthly 0.7 https://prismix.dev/news/1750bb96dc5d 2026-05-20 monthly 0.7 https://prismix.dev/news/f716300a07e5 2026-05-20 monthly 0.7 https://res.cloudinary.com/railway/image/upload/v1734405679/incident-hero_ri6qfy.png Incident Report: Railway Blocked by Google Cloud (Resolved) https://status.railway.com/?date=20260519 Comments URL: https://news.ycombinator.com/item?id=48201484 Points: 472 # Comments: 221 https://prismix.dev/news/6e1eb7ee7eec 2026-05-20 monthly 0.7 https://prismix.dev/news/dbf216aa77f3 2026-05-20 monthly 0.7 https://prismix.dev/news/aada05358e56 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/3RMce7W9UyNLJaQEOyFQYn/2fb8379f7da38a9daaea4ae5817d2022/Art_Card.png?w=1600&h=900&fit=fill The next phase of OpenAI’s Education for Countries OpenAI advances Education for Countries, expanding AI adoption in schools with new partnerships, teacher training, and tools to improve global learning outcomes. https://prismix.dev/news/c40f3429d451 2026-05-20 monthly 0.7 https://images.zed.dev/blog/terminal-threads/terminal-thread-thumbnail.webp Terminal Threads Are Live in Zed Run Claude Code, Amp, or any terminal agent as threads in Zed's sidebar. https://prismix.dev/news/c44ff28d8bd4 2026-05-20 monthly 0.7 https://external-preview.redd.it/fu3GdS1BfWKlHXKRdrbi3r5ujXdUph-blofseNre674.jpeg?width=320&crop=smart&auto=webp&s=5e7dd2ee53674e628d0dfbaf65b16a38cec1b477 HRM Seems To Be Going Off Right Now   submitted by   /u/Revolutionalredstone [link]   [comments] https://prismix.dev/news/710bfc310b2d 2026-05-20 monthly 0.7 https://prismix.dev/news/ae580ee21dfa 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/05/agentic-ai-use-cases.webp NVIDIA-Verified Agent Skills Provide Capability Governance for AI Agents Autonomous AI agents are becoming more capable. Open models, Model Context Protocol (MCP)-connected tools, and portable skills are also making agents easier to... https://prismix.dev/news/078e043e3535 2026-05-20 monthly 0.7 https://prismix.dev/news/7bc402896a2a 2026-05-20 monthly 0.7 https://static.simonwillison.net/static/2026/gemini-3.5-flash.png Gemini 3.5 Flash: more expensive, but Google plan to use it for everything Today at Google I/O, Google released Gemini 3.5 Flash . This one skipped the -preview modifier and went straight to general availability, and Google appear to be using it for a whole lot of their key https://prismix.dev/news/a8a37c129980 2026-05-20 monthly 0.7 https://opengraph.githubassets.com/a37f30021f8f1084311a569b65e636befeb8a62b1e140042301628bd742a3073/wiltodelta/remove-ai-watermarks Remove–AI–Watermarks – CLI and library for removing AI watermarks from images Article URL: https://github.com/wiltodelta/remove-ai-watermarks Comments URL: https://news.ycombinator.com/item?id=48200569 Points: 252 # Comments: 138 https://prismix.dev/news/ccbab0022482 2026-05-20 monthly 0.7 https://prismix.dev/news/d6113cc102dd 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!MOEA!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5ddee79e-e723-473f-b01b-b3665b33a946_941x450.png Childhood And Education #19: Letting Kids Be Kids #2 I cannot emphasize enough the need to let kids be kids. https://prismix.dev/news/b1f25d95776e 2026-05-20 monthly 0.7 https://prismix.dev/news/0757e9bc7d7d 2026-05-20 monthly 0.7 https://prismix.dev/news/d00bb7c8867b 2026-05-20 monthly 0.7 https://external-preview.redd.it/2aHEaFi1ZCySIsatrfSWIwDWkE357luukL_wDgVm_mc.jpeg?width=320&crop=smart&auto=webp&s=dbed27dee34d7e9d3081750895b188e8e9ab667b New SOTA 1B model? HRM-text Saw this video by them. Seems interesting but Tbh the benchmarks seem too good to be true. I'm not super knowledgeable on how models think so can anyone more knowledgeable explain what exactly is happ https://prismix.dev/news/4bb578a7b98c 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/google-pics.png?resize=1200,736 Google just declared itself a contender in AI design at IO 2026 Google says it's designed the app to be accessible to everyone, from teachers to small business owners. https://prismix.dev/news/225a97a85bd3 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2020/10/gmail-icon-2020-ios.jpg?resize=1200,675 You can now talk to your Gmail inbox, as seen at Google IO 2026 Google expands Gmail’s AI Inbox with conversational voice search, letting users ask Gemini to find buried email details. https://prismix.dev/news/a34e9defa578 2026-05-20 monthly 0.7 https://prismix.dev/news/77a42c5b73a4 2026-05-20 monthly 0.7 https://prismix.dev/news/0789c3cb074d 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/G-information-agents.png?resize=1200,750 How to use Google’s new AI agents to go beyond your standard searches Google is launching AI-powered “information agents” that can monitor topics in the background and proactively alert users to updates and changes. https://prismix.dev/news/02945af7108e 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202605/Justin-Solomon-MIT-A1.jpg?itok=riUyXa1z Justin Solomon appointed associate dean of engineering education MIT faculty member in electrical engineering and computer science to focus on innovation in engineering education and new pedagogical approaches. https://prismix.dev/news/3e70384d643d 2026-05-20 monthly 0.7 https://external-preview.redd.it/1plV-ztbkeezVq2WWqgohL2vGQugJGAZDbJWRjgFPk8.png?width=640&crop=smart&auto=webp&s=d6e6e3678794bedc3184cd106c53807689366586 Google AI Edge Gallery v1.0.13 & v1.0.14 updates: Gemma 4 Multi-Token Prediction, Pixel TPU support, experimental MCP, new skills, now saves chat history   submitted by   /u/AnticitizenPrime [link]   [comments] https://prismix.dev/news/9c1eb9a106ce 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/Copy-of-IMG_8655.jpg?resize=1200,800 From teen hacker to Iron Dome researcher, this founder raised $28M to fight AI phishing Ocean, an agentic email security platform, raised funding from Lightspeed Venture Partners. https://prismix.dev/news/5a5ce19d6f3c 2026-05-20 monthly 0.7 https://prismix.dev/news/313140e5e10e 2026-05-20 monthly 0.7 https://prismix.dev/news/95a0d7e89bbf 2026-05-20 monthly 0.7 https://prismix.dev/news/2fd1ae66db94 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/7aPpcq7lYKo3JZBg2cAti2/40c003351401ac4d87962c84e8b93f67/release-og-frame-1.png?w=1600&h=900&fit=fill Introducing OpenAI for Singapore OpenAI for Singapore launches a multi-year AI partnership to expand deployment, build local talent, and support businesses and public services with AI. https://prismix.dev/news/331d3de83494 2026-05-20 monthly 0.7 https://prismix.dev/news/3a7abe70218a 2026-05-20 monthly 0.7 https://wp.technologyreview.com/wp-content/uploads/2026/05/MITTR-Roundtables-Zoom-Opening-Overlay_a83ddf.png?resize=1200,600 Roundtables: Inside the Musk v. Altman Trial Listen to the session or watch below Elon Musk lost his suit against OpenAI, in which he alleged CEO Sam Altman and President Greg Brockman had deceived him over the company’s non-profit status. Watch https://prismix.dev/news/4b4052c07752 2026-05-20 monthly 0.7 https://prismix.dev/news/e409cab39886 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/04/musk-court-2273245544.jpg?resize=1200,801 Elon Musk said Sam Altman “stole” a non-profit — but the trial showed he had similar aims “By the end of this week, you and Sam will be the most hated men in America.” https://prismix.dev/news/31d9db666b25 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/05/evaluate-agents.webp Mastering Agentic Techniques: AI Agent Evaluation Evaluating an AI model and evaluating an AI agent are related—but they answer fundamentally different questions. A model benchmark tests the capability of a... https://prismix.dev/news/88bb88f160d4 2026-05-20 monthly 0.7 https://www.autonocion.com/us/wp-content/uploads/2026/05/Tesla-Lithium-Refinery.jpg Tesla's lithium refinery discharges 231,000 gallons of polluted wastewater a day Article URL: https://www.autonocion.com/us/tesla-lithium-refinery-texas/ Comments URL: https://news.ycombinator.com/item?id=48198551 Points: 230 # Comments: 121 https://prismix.dev/news/04e2c342325f 2026-05-20 monthly 0.7 https://prismix.dev/news/ca6dcc3fb0ea 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/7qrOAES4m86YSNSeLjDFI3/2a82d6af71882438b33811ad5c1e5fdc/SEO_Card_-_new_title.png?w=1600&h=900&fit=fill OpenAI Adopts Google's SynthID Watermark for AI Images with Verification Tool Article URL: https://openai.com/index/advancing-content-provenance/ Comments URL: https://news.ycombinator.com/item?id=48198291 Points: 213 # Comments: 112 https://prismix.dev/news/d52f21d69ae8 2026-05-20 monthly 0.7 https://prismix.dev/news/e8c9fc5ca347 2026-05-20 monthly 0.7 https://external-preview.redd.it/SNHEvU7K3EFGJXZReaKGh0MH1vSD89SJUT8aTxnB1QM.jpeg?width=640&crop=smart&auto=webp&s=ffc451fa69899b297d300491166af81e9d4e671e Intel's Crescent Island PCB Leaks, Showing a Massive Xe3P GPU, 16-Pin Connector, 160GB LPDDR5X as Intel Sidesteps the HBM Shortage Upcoming Intel Xe3P data center GPU with 20 8GBLPDDR5X modules for a total of 160GB, bypassing HBM shortages. Assuming a 32-bit interface, that's a 640-bit wide memory interface, or 10 channel memory https://prismix.dev/news/a03668e063e9 2026-05-20 monthly 0.7 https://prismix.dev/news/eecb905c5a1e 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/IMG_1421.jpg?resize=1200,900 Google takes a page out of Meta’s book, announces new audio-powered smart glasses Google is calling the new devices "audio glasses," in that users will be able to issue verbal commands to them and get things done via its ecosystem of apps and services, including Gemini. https://prismix.dev/news/f77ccd0abaae 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/IMG_1421.jpg?resize=1200,900 Google takes a page out of Meta’s book, announces new audio-powered smart glasses at IO 2026 Google is calling the new devices "audio glasses," in that users will be able to issue verbal commands to them and get things done via its ecosystem of apps and services, including Gemini. https://prismix.dev/news/ffedbcada2f5 2026-05-20 monthly 0.7 https://cdn.prod.website-files.com/68dc360c3b01aa9613087f04/6a0b5c38f624fb94a50f6696_News%206%20(1).png Mistral AI acquires Emmi AI Article URL: https://www.emmi.ai/news/mistral-ai-acquires-emmi-ai Comments URL: https://news.ycombinator.com/item?id=48197995 Points: 242 # Comments: 67 https://prismix.dev/news/b8e240b81bd2 2026-05-20 monthly 0.7 https://prismix.dev/news/756a09190076 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!IsA_!,w_1200,h_675,c_fill,f_jpg,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F15fb1215-5721-4a31-8ba2-c5508fd5be7e_800x433.gif Disney erased FiveThirtyEight Article URL: https://www.natesilver.net/p/disney-erased-fivethirtyeight Comments URL: https://news.ycombinator.com/item?id=48197703 Points: 314 # Comments: 193 https://prismix.dev/news/a813a1dc60b2 2026-05-20 monthly 0.7 https://prismix.dev/news/82c604d5ca98 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/GettyImages-2164333125-1152x648.jpg Two AI-based science assistants succeed with drug-retargeting tasks Both tools generate hypotheses; one goes on to analyze some of the data. https://prismix.dev/news/6e162fb37c58 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!Coip!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faad3ea1a-738b-494c-b9e2-d222df4e9efe_1222x1023.png Andrej Karpathy Joins Anthropic: What Happens Next A quick review of the last 6 months https://prismix.dev/news/0b34bdf79833 2026-05-20 monthly 0.7 https://prismix.dev/news/b97e0c3a69e3 2026-05-20 monthly 0.7 https://external-preview.redd.it/XuZ6oTaNeSXUEvX5g6dvz5oZ_Rktfyi3QUth1G6-IMA.png?width=640&crop=smart&auto=webp&s=286cf144b7f7e5579ac4c7993f4f74d326cbaeac PrivateScribe.ai - Fully local, MIT licensed, free AI transcription built with HIPAA/legal safeguards in mind - One Year Update! I first posted about PrivateScribe.ai ~1yr ago and have recently jumped back intent on bringing it to a functionality that makes it actually usable by non-technical users. One year ago it worked but o https://prismix.dev/news/cb1323ba54f8 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/638e39b249de7ae552d977b5/19ZFgyFbi-kj2Yf0WUPGk.png OlmoEarth v1.1: A more efficient family of models Back to Articles OlmoEarth v1.1: A more efficient family of models Team Article Published May 19, 2026 Upvote 1 Kyle Wiggers Ai2Comms allenai 🧠 Models: https://huggingface.co/collections/allenai/olmo https://prismix.dev/news/9ac96dc0b0af 2026-05-20 monthly 0.7 https://prismix.dev/news/898cf3c295bc 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/SynthID-1-1152x648.jpg Google's SynthID AI watermarking tech is being adopted by OpenAI, Nvidia, and more AI content is getting good, but SynthID might be able to help tell truth from fiction. https://prismix.dev/news/bece07265dde 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Search_AI_and_search_engine_v46_16x9_1.width-1300.jpg Google changes its search box https://www.nytimes.com/2026/05/19/business/google-seach-bar... , https://archive.ph/XI1sQ https://techcrunch.com/2026/05/19/google-search-as-you-know-... https://www.theverge.com/tech/932970/google-s https://prismix.dev/news/f2d5db6883d5 2026-05-20 monthly 0.7 https://prismix.dev/news/56f94d21c035 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/04/gemini-general-2-1152x648.jpg Gemini 3.5 Flash might be fast enough for gen AI to make sense Google says its more efficient Gemini 3.5 Flash is the key to your agentic AI future. https://prismix.dev/news/0fc79834ca44 2026-05-20 monthly 0.7 https://preview.redd.it/mwyq7b7hx42h1.png?width=140&height=32&auto=webp&s=526dcd78772e9e6925693a9187f5a943bc5ef59a Nemotron-Labs-Diffusion from NVIDIA Model Overview Nemotron-Labs-Diffusion is a tri-mode language model that supports both AR decoding and diffusion-based parallel decoding by simply switching the attention pattern of the same model dur https://prismix.dev/news/bb8411919a08 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-developer-goog-blog-assets/images/GeminiCLI-AntigravityCLI_1200x630.2e16d0ba.fill-1200x600.png Gemini CLI will stop working from June 18, 2026 Article URL: https://developers.googleblog.com/an-important-update-transitioning-gemini-cli-to-antigravity-cli/ Comments URL: https://news.ycombinator.com/item?id=48196867 Points: 216 # Comments: 114 https://prismix.dev/news/f6d63b252945 2026-05-20 monthly 0.7 https://prismix.dev/news/55e0320093b2 2026-05-20 monthly 0.7 https://prismix.dev/news/36929d22cee9 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/Genie-Street-View-NYC.png?resize=1200,662 Google’s Genie world model can now simulate real streets with Street View Google DeepMind is integrating Street View with Project Genie to create immersive, interactive world simulations for robotics, gaming, and travel, allowing users to explore environments, weather chang https://prismix.dev/news/aee75443996a 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/IMG_1192.jpg?resize=1200,900 With Gemini 3.5 Flash, Google bets its next AI wave on agents, not chatbots Google launched Gemini 3.5 Flash, its most powerful coding and agentic AI model yet, at the company's annual developer conference. It is capable of autonomously executing complex tasks and building so https://prismix.dev/news/eab4343cd78b 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/G-information-agents.png?resize=1200,750 How to use Google’s new information agents Google is launching AI-powered “information agents” that can monitor topics in the background and proactively alert users to updates and changes. https://prismix.dev/news/9d85e3d7fde1 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/wxVbZS65-JLBwEhmSkvH-_pYyM0RlWWc-99myJ3-hM50l3qGd9Mv-wmO91gXnb6vi_Ilk4vnGGLWB-D95w05jOTcPkCn2MZz69xDLfCVkQCZ-HYIZw=w1440-h810-n-nu Gemini Omni Article URL: https://deepmind.google/models/gemini-omni/ Comments URL: https://news.ycombinator.com/item?id=48196609 Points: 266 # Comments: 111 https://prismix.dev/news/9cf05aa1a42f 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2025/02/GettyImages-2196352264.jpg?w=1024 Google Search as you know it is over Google is transforming Search from a list of links into an AI-powered experience filled with conversational answers, autonomous agents, and interactive interfaces — a shift that could further reduce t https://prismix.dev/news/2f2a6691c3b0 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2025/08/Pixel-10-Pro-feat-.jpg?resize=1200,675 Google’s AI Studio now lets anyone build Android apps in minutes Google unveiled new web-based AI tools that can generate native Android apps in minutes, as the company expands its push into AI-powered software development. https://prismix.dev/news/7bb836c4ed21 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2025/03/google-android-logo.jpg?resize=1200,800 Agentic app coding gets an upgrade with Google’s release of Android CLI Google is embracing the rise of AI coding agents with new Android tools designed to work with platforms like Claude Code and OpenAI’s Codex, allowing developers — or their AI assistants — to build And https://prismix.dev/news/1f52b74d24ac 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/Universal-Cart-icon.jpg?resize=1200,675 Google’s new Universal Cart wants to follow you across the entire internet The tech giant says it's aware that most people shop across multiple devices, many retailers, and over the course of many days, which is why it's launching Universal Cart. https://prismix.dev/news/686a8d6de569 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/spark.jpg?resize=1200,673 Google introduces Gemini Spark, a 24/7 agentic assistant with Gmail integration At the I/O developer conference, Google announced a new agentic personal assistant called Gemini Spark, built from Gemini's base models and an agentic harness from Google Antigravity. https://prismix.dev/news/4325790df268 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/Docs-Live-1.png?resize=1200,675 Google adds voice-based prompting to Docs and Keep Google is letting users create drafts, take notes, and search for email with voice with the new Workspace update https://prismix.dev/news/54d3814c5cc4 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2020/10/gmail-icon-2020-ios.jpg?resize=1200,675 Google’s AI now lets you talk to your Gmail inbox Google expands Gmail’s AI Inbox with conversational voice search, letting users ask Gemini to find buried email details. https://prismix.dev/news/a31dee5fd39d 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/01/google-gemini-jagmeet-singh-techcrunch.jpg?resize=1200,800 Google updates its Gemini app to take on ChatGPT and Claude The updates signal Google’s push to turn its Gemini Gemini app into an all-purpose AI hub rather than a standalone chatbot. https://prismix.dev/news/b7062e89c70c 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2023/09/GettyImages-1470340715.jpg?resize=1200,802 OpenAI is making it easier to check if an image was made by their models OpenAI announced two new measures to help detect AI generated imagery: joining the open C2PA standard and adding Google's SynthID to its products. https://prismix.dev/news/bc4d1aed3015 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/google-pics.png?resize=1200,736 Google just declared itself a contender in AI design The tech giant says it's designed the app to be accessible to everyone, from teachers to small business owners. https://prismix.dev/news/f1729e12898d 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/Google-Omni-Flash.png?resize=1200,683 Google’s Gemini Omni turns images, audio, and text into video — and that’s just the start Google's Gemini Omni is a new multimodal model that reasons across text, images, audio, and video to generate and edit videos through simple conversation — starting with Omni Flash. https://prismix.dev/news/a86f8680fe10 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/google-developer-antigravity.jpg?resize=1200,900 Google launches Antigravity 2.0 with an updated desktop app and CLI tool Google is debuting a new AI Ultra plan priced at $100, which will give users 5x more usage limit than the AI Pro plan alongside Antigravity 2.0 launch. https://prismix.dev/news/4b0b581f96fd 2026-05-20 monthly 0.7 https://images.ctfassets.net/jdtwqhzvc2n1/1TD0Sl7Zq6nnBSZMK9FXpl/41ce2cc6da055da7647670c71ba8aa6b/Nuneybits_Vector_art_of_an_oversized_white_search_bar_rimmed_in_695cac3f-1536-4438-acc1-51c16e2ff51f.webp?w=300&q=30 Google just redesigned the search box for the first time in 25 years — here’s why it matters more than you think. For a quarter century, the Google search box has been one of the most recognizable interfaces in computing: a thin white rectangle, a blinking cursor, a few typed words, and a list of blue links. On T https://prismix.dev/news/9b6ed013cd23 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/1_Price_insights___Wayfair_examp.width-1000.format-webp.webp?w=1000 Google’s new Universal Cart wants to follow your entire shopping journey across the internet Most people shop across multiple devices, many retailers, and over the course of many days, which is why Google is launching Universal Cart. https://prismix.dev/news/b4547a12e203 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/google-developer-antigravity.jpg?resize=1200,900 Google launches Antigravity 2.0 with an updated desktop app and CLI tool at IO 2026 Google is debuting a new AI Ultra plan priced at $100, which will give users 5x more usage limit than the AI Pro plan alongside the Antigravity 2.0 launch. https://prismix.dev/news/6e6654891322 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/01/google-gemini-jagmeet-singh-techcrunch.jpg?resize=1200,800 Google updates its Gemini app to take on ChatGPT and Claude at IO 2026 The updates signal Google’s push to turn its Gemini app into an all-purpose AI hub rather than a stand-alone chatbot. https://prismix.dev/news/64d3b9098e0e 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/gemini-3-5__keywordstatement__metacard__light.width-1300.png Gemini 3.5 Flash https://ai.google.dev/gemini-api/docs/models/gemini-3.5-flas... Comments URL: https://news.ycombinator.com/item?id=48196570 Points: 291 # Comments: 257 https://prismix.dev/news/c32a76aefa46 2026-05-20 monthly 0.7 https://external-preview.redd.it/ZXNuMnBpM2hqNDJoMQv9KINdfUtU8FSh_q-ZFdhgI7b9a46voEfpqTfrcW8j.png?width=640&crop=smart&auto=webp&s=aeef1330aa97af5f46ee71d25471652a3b9e1af1 A tool I built to generate 3D objects with functional, articulated parts. It's on github, and is mostly LLM-agnostic. The video shows how my pipeline produces a 3D washing machine, composed of separated, functional parts (instead of monolithic 3D blobs). There's also hinge/socket articulation, so the internal assembl https://prismix.dev/news/51ce25534567 2026-05-20 monthly 0.7 https://prismix.dev/news/7cb4e1f69f5f 2026-05-20 monthly 0.7 https://prismix.dev/news/d468aaaa9f9d 2026-05-20 monthly 0.7 https://external-preview.redd.it/tTdzKkT6jZ37924wVUko9jCiuKWKB4chdD78LO3XFUE.png?width=640&crop=smart&auto=webp&s=7dd85531ff3ee3f1d3d3ec0a8c7e9379fdbce641 Public Repository "Codegraph" claims to reduce Claude, Cursor, Codex, and OpenCode API tool calls by 94% locally, an innovation that could directly offset the most recent Claude API pricing model. Author Colbymchenry has developed a tool leveraging Claudes Explore Agents to utilize a pre-indexed knowledge graph — symbol relationships, call graphs, and code structure. Agents query the graph inst https://prismix.dev/news/5b2c9632f944 2026-05-20 monthly 0.7 https://preview.redd.it/rajj11v7j42h1.png?width=140&height=97&auto=webp&s=7a1c81eadc65ad817722610d0b0c7eec7b457594 Carbon: Decoding the Language of Life https://preview.redd.it/rajj11v7j42h1.png?width=1744&format=png&auto=webp&s=72381de22a9bac4b30a59498d549bb09df075df3 Hey, it's loubna from Hugging Face. Very happy to share our latest release: Carbon https://prismix.dev/news/1eb13c18bb10 2026-05-20 monthly 0.7 https://preview.redd.it/2xzdbklb442h1.png?width=140&height=78&auto=webp&s=cb8d0bcb5e49b0156c819140e206f50c5aa698ee Floor for local meeting summarization on a 6GB GPU: qwen3.5:0.8b works at 57s, Granite 4 350M hallucinates Disclosure: I made this. Open-source, MIT, Windows + Linux. Not affiliated with voiceflow.com (the chatbot SaaS, name collision, sorry). Why this exists: I wanted local-only dictation and meeting tran https://prismix.dev/news/9aad2811d109 2026-05-20 monthly 0.7 https://prismix.dev/news/a61e758fdce9 2026-05-20 monthly 0.7 https://prismix.dev/news/6049c964d4cf 2026-05-20 monthly 0.7 https://virtualosmuseum.org/images/front_page/0.%20Launcher%20main%20window.png I’ve built a virtual museum with nearly every operating system you can think of Article URL: https://virtualosmuseum.org/ Comments URL: https://news.ycombinator.com/item?id=48195009 Points: 214 # Comments: 37 https://prismix.dev/news/ef2cb5ef08e1 2026-05-20 monthly 0.7 https://prismix.dev/news/a52b40b326f8 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/GettyImages-1321808956.jpg?w=1024 OpenAI co-founder Andrej Karpathy joins Anthropic’s pre-training team Andrej Karpathy has joined Anthropic to work on pre-training. He previously co-founded and worked at OpenAI and led computer vision and AI at Tesla. https://prismix.dev/news/00acc9c973aa 2026-05-20 monthly 0.7 https://prismix.dev/news/6030e2ffa231 2026-05-20 monthly 0.7 https://external-preview.redd.it/Q7oEnpq4LYUPvgpkKMeoddSo-4Wn8UDKMbqnVIBZL8s.png?width=640&crop=smart&auto=webp&s=2eca6467642c913566d063063339907e970775c0 Introducing the Ettin Reranker Family   submitted by   /u/-Cubie- [link]   [comments] https://prismix.dev/news/f70ebe4f24ca 2026-05-20 monthly 0.7 https://prismix.dev/news/34401ece7495 2026-05-20 monthly 0.7 https://prismix.dev/news/8aad7a849d03 2026-05-20 monthly 0.7 https://prismix.dev/news/823dd2af32ee 2026-05-20 monthly 0.7 https://preview.redd.it/mikhasjiq32h1.png?width=140&height=140&crop=1:1,smart&auto=webp&s=093f471efd959687e728246ef987377f43b2a875 All fundamental knowledge in ML Course by Andrew NG that I noted and create into a repo github [R] https://preview.redd.it/mikhasjiq32h1.png?width=572&format=png&auto=webp&s=4c053200dbd9852bebf083550e2144b31579d497 https://preview.redd.it/bay5r3njq32h1.png?width=575&format=png&auto=webp&s=2823db3d6 https://prismix.dev/news/74795908566d 2026-05-20 monthly 0.7 https://prismix.dev/news/204ab4a2fd50 2026-05-20 monthly 0.7 https://preview.redd.it/9o967eklm32h1.png?width=140&height=140&crop=1:1,smart&auto=webp&s=02497d6ccd019b4fcf0c57e3013132298eac138d The pacman benchmark: finally a viable local agentic coding agent with Qwen 3.6 27b One way I like to test new models, is by one-shoting (with a good prompt) a single webpage clone of the classic arcade game pacman. I usually do 3 attempts and keep the best one. So far all of them, i https://prismix.dev/news/6fb376b6ec3b 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/nextera-1152x648.jpg Electrical utility megamerger is all about the data centers NextEra’s blockbuster deal with Dominion likely means higher bills for consumers. https://prismix.dev/news/0fde6fb85f0b 2026-05-20 monthly 0.7 https://prismix.dev/news/518529675ab0 2026-05-20 monthly 0.7 https://prismix.dev/news/5e4d8c18c893 2026-05-20 monthly 0.7 https://prismix.dev/news/b769fdee5068 2026-05-20 monthly 0.7 https://prismix.dev/news/d3a6850244bf 2026-05-20 monthly 0.7 https://prismix.dev/news/8461ca0e05c8 2026-05-20 monthly 0.7 https://prismix.dev/news/605cb7de4b01 2026-05-20 monthly 0.7 https://external-preview.redd.it/kaGMQ70M3hGs07RJlVJQwt0Ai7SVhypy0S1f2tj0Lpg.png?width=640&crop=smart&auto=webp&s=7360446da961a3637d4889872b2190e6173e36aa bytedance released an open source model that attempts to do just about anything with only 3b parameters Lance is a lightweight native unified multimodal model that supports image and video understanding, generation, and editing within a single framework. Efficient at 3B scale. With only 3B active parame https://prismix.dev/news/fd44724c69da 2026-05-20 monthly 0.7 https://www.apple.com/newsroom/images/2026/05/apple-unveils-new-accessibility-features-and-updates-with-apple-intelligence/tile/Apple-accessibility-features-VoiceOver-with-Apple-Intelligence-lp.jpg.og.jpg?202605191201 New accessibility features powered by Apple Intelligence Article URL: https://www.apple.com/newsroom/2026/05/apple-unveils-new-accessibility-features-and-updates-with-apple-intelligence/ Comments URL: https://news.ycombinator.com/item?id=48192224 Points: 22 https://prismix.dev/news/be4c1869e912 2026-05-20 monthly 0.7 https://preview.redd.it/btcw4ejby22h1.jpg?width=140&height=64&auto=webp&s=b9de3aa1711e91c267de35d7c231bc3caf686d73 Meet the Fleet of BlackBeard My website is currently down, sorry about that. Here is my current full AI homelab setup: #0 i3 7100, 32gb ddr4, 2x8tb archive nas (Archiving models here. Can serve them via samba nas if needed withou https://prismix.dev/news/e9b881347419 2026-05-20 monthly 0.7 https://preview.redd.it/18dykreus22h1.png?width=140&height=70&auto=webp&s=d870e6b5d3cf4a3bc77dece69c8d0279c127683a Sapient Intelligence releases HRM-Text 1B: 40B tokens, ~$1k pretrain, beats Llama3.2 3B on MATH and DROP Sapient Intelligence (the HRM/hierarchical reasoning folks) dropped HRM-Text 1B today. Posting because the benchmark chart is interesting enough to be worth a look even if you're skeptical of the mark https://prismix.dev/news/e869bd59b00e 2026-05-20 monthly 0.7 https://prismix.dev/news/f80637b40404 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/7qrOAES4m86YSNSeLjDFI3/2a82d6af71882438b33811ad5c1e5fdc/SEO_Card_-_new_title.png?w=1600&h=900&fit=fill Advancing content provenance for a safer, more transparent AI ecosystem OpenAI advances AI content provenance with Content Credentials, SynthID, and a verification tool to help people identify and trust AI-generated media. https://prismix.dev/news/16a67b5f5bb1 2026-05-20 monthly 0.7 https://prismix.dev/news/a2dc3ac6d145 2026-05-20 monthly 0.7 https://prismix.dev/news/fb1f3be5e4f0 2026-05-20 monthly 0.7 https://s0.wp.com/_si/?t=eyJpbWciOiJodHRwczpcL1wvaTAud3AuY29tXC9zdHJhdGVjaGVyeS5jb21cL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMThcLzAzXC9jcm9wcGVkLWFuZHJvaWQtY2hyb21lLTUxMng1MTItMS5wbmc_Zml0PTUxMiUyQzUxMiZzc2w9MSIsInR4dCI6IlN0cmF0ZWNoZXJ5IGJ5IEJlbiBUaG9tcHNvbiIsInRlbXBsYXRlIjoiZWRnZSIsImZvbnQiOiIiLCJibG9nX2lkIjoxODgwNDM0MTV9.5VWck4PcKPWCTPe_HVznn3n3xsgn-G0b3d2OeiNNC7cMQ Personal Day Personal Day — No Update https://prismix.dev/news/c8d06dc17fbb 2026-05-20 monthly 0.7 https://prismix.dev/news/e39aa9c6450b 2026-05-20 monthly 0.7 https://prismix.dev/news/215d372c0761 2026-05-20 monthly 0.7 https://prismix.dev/news/7645ab8ebf92 2026-05-20 monthly 0.7 https://krebsonsecurity.com/wp-content/uploads/2026/05/privatecisa-filelist.png CISA Admin Leaked AWS GovCloud Keys on GitHub Article URL: https://krebsonsecurity.com/2026/05/cisa-admin-leaked-aws-govcloud-keys-on-github/ Comments URL: https://news.ycombinator.com/item?id=48190454 Points: 248 # Comments: 104 https://prismix.dev/news/fe5fa7114d64 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!W6LK!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2e69d902-1d29-4e8c-834c-41e83b07223f_1194x604.png [AINews] How to land a job at a frontier lab (on Pretraining) a quiet day before google i/o lets us amplify a notable blogpost https://prismix.dev/news/f8e3dcc390f7 2026-05-20 monthly 0.7 https://prismix.dev/news/eae5a83a85ad 2026-05-20 monthly 0.7 https://prismix.dev/news/210735ddd9cb 2026-05-20 monthly 0.7 https://assets.vercel.com/image/upload/contentful/image/e5382hct74si/38lhFWswSQd6xdOwRCNNKC/9d4006e436aba2c29c165b60f58e816a/image.png Gemini 3.5 Flash on AI Gateway Gemini 3.5 Flash is now available on Vercel AI Gateway . This model has improved coding proficiency and parallel agentic execution loops versus previous Flash versions. It also brings improvements to https://prismix.dev/news/9391d9ec23b5 2026-05-20 monthly 0.7 https://preview.redd.it/cefjio15g12h1.png?width=640&crop=smart&auto=webp&s=f987de9cb2869e523a057785b1ad5e17ca72f324 Qwen is cooking hard I am waiting for 122B and new 27B   submitted by   /u/jacek2023 [link]   [comments] https://prismix.dev/news/b5cabc1af75f 2026-05-20 monthly 0.7 https://prismix.dev/news/8133cd30611a 2026-05-20 monthly 0.7 https://safedep.io/images/antv-npm-supply-chain-attack.png?v=20260519 Mini Shai-Hulud Strikes Again: 314 npm Packages Compromised Article URL: https://safedep.io/mini-shai-hulud-strikes-again-314-npm-packages-compromised/ Comments URL: https://news.ycombinator.com/item?id=48189368 Points: 224 # Comments: 146 https://prismix.dev/news/73afa65dacb2 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Systematic Optimization of Real-Time Diffusion Model Inference on Apple M3 Ultra arXiv:2605.16259v1 Announce Type: new Abstract: While real-time image generation using diffusion models has advanced rapidly on NVIDIA GPUs, systematic optimization research on non-CUDA platforms such https://prismix.dev/news/a2dae5e25c09 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Mirror Descent-Type Algorithms for the Variational Inequality Problem with Functional Constraints arXiv:2605.16262v1 Announce Type: new Abstract: Variational inequalities play a key role in machine learning research, such as generative adversarial networks, reinforcement learning, adversarial trai https://prismix.dev/news/118fbe232f15 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Reducing Credit Assignment Variance via Counterfactual Reasoning Paths arXiv:2605.16302v1 Announce Type: new Abstract: Reinforcement learning for multi-step reasoning with large language models (LLMs) often relies on sparse terminal rewards, leading to poor credit assign https://prismix.dev/news/49ce79e7f9a1 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SignMuon: Communication-Efficient Distributed Muon Optimization arXiv:2605.16311v1 Announce Type: new Abstract: Distributed training of large neural networks is bottlenecked by full-precision gradient communication and by coordinatewise optimizers that ignore the https://prismix.dev/news/75fe820bac98 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png When Actions Disappear: Adversarial Action Removal in Self-Play Reinforcement Learning arXiv:2605.16312v1 Announce Type: new Abstract: We study adversarial action masking in self-play reinforcement learning: an attacker selectively removes legal actions from a victim's action set. Unlik https://prismix.dev/news/671d6aa0ae78 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Structural Threshold in Decision Capacity Governs Collapse in Self-Play Reinforcement Learning arXiv:2605.16315v1 Announce Type: new Abstract: We show that a threshold in decision capacity determines whether self-play reinforcement learning agents collapse under asymmetric rule perturbations. A https://prismix.dev/news/44f655024106 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Investigating Action Encodings in Recurrent Neural Networks in Reinforcement Learning arXiv:2605.16318v1 Announce Type: new Abstract: Building and maintaining state to learn policies and value functions is critical for deploying reinforcement learning (RL) agents in the real world. Rec https://prismix.dev/news/72026dbb4e8e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Forecasting Medium-Horizon Alzheimer's Disease Progression: Residual Gap-Aware Transformers for 24-Month CDR-SB Change from ADNI Clinical and Biomarker Histories arXiv:2605.16319v1 Announce Type: new Abstract: Medium-horizon Alzheimer's disease progression prediction is difficult because future clinical scores can remain tied to baseline severity, while biomar https://prismix.dev/news/ef4828f8c77a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png AdaGraph: A Graph-Native Clustering Algorithm That Overcomes the Curse of Dimensionality and Enables Scientific Discovery arXiv:2605.16320v1 Announce Type: new Abstract: We present AdaGraph, a graph-native clustering algorithm born from the Structure-Centric Machine Learning (SC-ML) paradigm -- a new field of unsupervise https://prismix.dev/news/12a12ffba866 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Language Game: Talking to Non-Human Systems arXiv:2605.16321v1 Announce Type: new Abstract: Language carries thought and coordination among humans but rarely reaches further along the spectrum of diverse intelligence. Yet non-neural systems -- https://prismix.dev/news/4d67ed1fb50f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Bi-Level Chaotic Fusion Based Graph Convolutional Network for Stock Market Prediction Interval arXiv:2605.16324v1 Announce Type: new Abstract: Financial market forecasting is inherently uncertain, yet most deep learning approaches rely on point predictions that provide only single-value estimat https://prismix.dev/news/d75ded79d527 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Phase Transitions in Driven Informational Systems: A Two-Field Perspective on Learning Theory and Non-Equilibrium Chemistry arXiv:2605.16325v1 Announce Type: new Abstract: Phase-transition phenomena in deep learning (grokking, emergent capabilities, and ontological reorganization under context shift) have been studied thro https://prismix.dev/news/755bc1c431b4 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Preference Instability in Reward Models: Detection and Mitigation via Sparse Autoencoders arXiv:2605.16339v1 Announce Type: new Abstract: Preference learning in large language models relies on reward models as proxies for human judgment. However, these models frequently exhibit preference https://prismix.dev/news/a78b1f16c394 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Orth-Dion: Eliminating Geometric Mismatch in Distributed Low-Rank Spectral Optimization arXiv:2605.16341v1 Announce Type: new Abstract: Low-rank gradient compression reduces communication in distributed training by representing updates with rank-$r$ factors. Dion is a recent method that https://prismix.dev/news/9fc45745174e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png DACA-GRPO: Denoising-Aware Credit Assignment for Reinforcement Learning in Diffusion Language Models arXiv:2605.16342v1 Announce Type: new Abstract: Diffusion large language models are a compelling alternative to autoregressive models, yet existing RL methods for diffusion treat all denoising steps a https://prismix.dev/news/40bba8a92ea1 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png LoopQ: Quantization for Recursive Transformers arXiv:2605.16343v1 Announce Type: new Abstract: Looped language models (LoopLMs) improve parameter efficiency by recursively reusing Transformer blocks, enabling deeper computation under a fixed model https://prismix.dev/news/d8c07cab5ce6 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Goal-Conditioned Supervised Learning for LLM Fine-Tuning arXiv:2605.16345v1 Announce Type: new Abstract: Large language models often require fine-tuning to better align their behavior with user intent at deployment. Existing approaches are commonly divided https://prismix.dev/news/4d57d510238e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PropGuard: Safeguarding LLM-MAS via Propagation-Aware Exploration and Remediation arXiv:2605.16346v1 Announce Type: new Abstract: LLM-based multi-agent systems (LLM-MAS) have become a promising paradigm for solving complex tasks through role specialization, tool use, memory, and co https://prismix.dev/news/b21ee99958b4 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png HPC-LLM: Practical Domain Adaptation and Retrieval-Augmented Generation for HPC Support arXiv:2605.16347v1 Announce Type: new Abstract: Modern scientific research increasingly depends on High-Performance Computing (HPC) infrastructures, yet many researchers face significant operational b https://prismix.dev/news/81d4bc6fa9e2 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Flow-Direct: Feedback-Efficient and Reusable Guidance for Flow Models via Non-Parametric Guidance Field arXiv:2605.16348v1 Announce Type: new Abstract: Training-free guidance enables pre-trained diffusion and flow models to optimize application-specific objectives using feedback from external black-box https://prismix.dev/news/181eb82061aa 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Geometric Asymmetry in MoE Specialization: Functional Decorrelation and Representational Overlap arXiv:2605.16349v1 Announce Type: new Abstract: Mixture-of-Experts (MoE) architectures achieve scalable capacity through sparse routing, yet the geometric structure of expert specialization remains po https://prismix.dev/news/e854aebb24b5 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Federated Nested Learning: Collaborative Training of Self-Referential Memories for Test-Time Adaptation arXiv:2605.16350v1 Announce Type: new Abstract: We rethink Federated Learning (FL) from a nested learning perspective, framing the core challenge as how to collaboratively learn optimization rules, no https://prismix.dev/news/7115bb48c5e0 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PIMSM: Physics-Informed Multi-Scale Mamba for Stable Neural Representations under Distribution Shift arXiv:2605.16351v1 Announce Type: new Abstract: Scientific foundation models are expected to reuse representations under changes in dataset, acquisition protocol, and deployment domain, yet many seque https://prismix.dev/news/8c451cc24324 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Augmenting Human Evaluation with LLM Judges: How Many Human Reviews Do You Need? arXiv:2605.16354v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used as automated evaluators of AI systems, including in high-stakes applications. In this role, LLMs are https://prismix.dev/news/6f70eaf55b14 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png LEAF: A Living Benchmark for Event-Augmented Forecasting arXiv:2605.16358v1 Announce Type: new Abstract: Large Language Models (LLMs) are increasingly applied to forecasting. To evaluate this capability while mitigating pre-training data contamination, seve https://prismix.dev/news/01eaf52230c4 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ProxyKV: Cross-Model Proxy Pruning for Efficient Long-Context LLM Inference arXiv:2605.16360v1 Announce Type: new Abstract: Efficient long-context inference in Large Language Models (LLMs) is severely constrained by the Key-Value (KV) cache memory wall, yet existing pruning m https://prismix.dev/news/9f3b18cc3f0a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png TailedTS: Benchmark Dataset for Heavy-Tailed Time Series Prediction and Periodicity Quantification arXiv:2605.16361v1 Announce Type: new Abstract: We present TailedTS, a large-scale benchmark dataset derived from Wikipedia hourly page view observations throughout 2024, specifically designed to test https://prismix.dev/news/2e4b1de98d2c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png When Is Rank-1 Steering Cheap? Geometry, Granularity, and Budgeted Search arXiv:2605.16362v1 Announce Type: new Abstract: Activation steering offers a lightweight way to control LLMs without retraining, but its effectiveness varies sharply across concepts. Prior work often https://prismix.dev/news/a2ccb99cb13f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ORACLE: Anticipating Scams from Partial Trajectories in Streaming App Usage arXiv:2605.16363v1 Announce Type: new Abstract: Smartphone scams are increasingly prevalent and typically manifest as multi-stage, cross-application processes with gradually emerging intent. Effective https://prismix.dev/news/ed0768e27401 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Machine Learning-Based Pre-Test Risk Stratification for PCR-Confirmed Chlamydia Using Patient-Reported Data and Urine Biomarkers arXiv:2605.16365v1 Announce Type: new Abstract: Early identification of individuals at elevated risk of Chlamydia trachomatis infection may enable optimal use of molecular testing in resource-aware sc https://prismix.dev/news/75e58167c577 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Lost or Hidden? A Concept-Level Forgetting in Supervised Continual Learning arXiv:2605.16374v1 Announce Type: new Abstract: Continual learning studies how models can adapt to new tasks while retaining previously acquired knowledge. Although a broad spectrum of methods has bee https://prismix.dev/news/7619e64f12e6 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png M$^2$FedAQI: Multimodal Federated Learning for Air Quality Prediction on Heterogeneous Edge Devices arXiv:2605.16375v1 Announce Type: new Abstract: Accurate air quality prediction is essential for public health, environmental monitoring, and industrial safety. However, most existing approaches rely https://prismix.dev/news/fa12e28327ad 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Mixing Times of Glauber Dynamics on Masked Language Models arXiv:2605.16378v1 Announce Type: new Abstract: Masked language models (MLMs) define local conditional distributions over tokens but do not, in general, correspond to any consistent joint distribution https://prismix.dev/news/2eb19ef92ba8 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png An Information-Theoretic Criterion for Efficient Data Synthesis arXiv:2605.16379v1 Announce Type: new Abstract: Synthetic data becomes crucial for large language model training, but its effectiveness is highly inconsistent. We provide an information-theoretic acco https://prismix.dev/news/0a86ad1723b5 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ReTAMamba: Reliability-Aware Temporal Aggregation with Mamba for Irregular Clinical Time Series Prediction arXiv:2605.16380v1 Announce Type: new Abstract: Clinical time-series data are difficult to model with methods designed for regular sequences because they exhibit irregular sampling, frequent missing v https://prismix.dev/news/652f0f0bd40a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png QuantFPFlow: Quantum Amplitude Estimation for Fokker--Planck Policy Optimisation in Continuous Reinforcement Learning arXiv:2605.16429v1 Announce Type: new Abstract: We introduce \textbf{QuantFPFlow}, a reinforcement learning framework that integrates quantum amplitude estimation into the Fokker--Planck~(FP) formulat https://prismix.dev/news/ce1c8c5ca8fe 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Theory of Training Profit-Optimal LLMs arXiv:2605.16430v1 Announce Type: new Abstract: Scaling LLMs requires tremendous computational resources, and recent advances in AI have gone hand in hand with massive amounts of capital expenditure. https://prismix.dev/news/26bbc20fd84c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Edge-AI-Driven Learning-to-Rank for Decentralized Task Allocation in Circular Smart Manufacturing arXiv:2605.16433v1 Announce Type: new Abstract: Task allocation in smart manufacturing systems needs to operate under decentralized decision-making, dynamic workloads, and shared resource constraints. https://prismix.dev/news/1c690c573413 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png GPU-Accelerated Deep Learning for Heatwave Prediction and Urban Heat Risk Assessment arXiv:2605.16435v1 Announce Type: new Abstract: Heatwaves are an important problem in cities, and climate change makes this problem more difficult. In this paper, we present a GPU-based deep learning https://prismix.dev/news/285ec1ed5b39 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Byzantine-Resilient Federated Learning via QUBO-Based Client Selection on Quantum Annealers arXiv:2605.16438v1 Announce Type: new Abstract: Federated Learning (FL) trains a global model across decentralized clients while preserving data privacy, but at scale it is vulnerable to malicious upd https://prismix.dev/news/619194dbb3e0 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png DeepArrhythmia: Segment-Contextualized ECG Arrhythmia Classification via Selective Evidence Acquisition arXiv:2605.16441v1 Announce Type: new Abstract: Beat-level Electrocardiography (ECG) arrhythmia detection aims to assign an arrhythmia class to each beat in a recording, yet many existing systems trea https://prismix.dev/news/8795102fa712 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Two-Valued Symmetric Circulant Matrices: Applications in Deep Learning arXiv:2605.16443v1 Announce Type: new Abstract: Despite the success of deep neural networks in vision, medical diagnosis, and IoT scenarios, their deployment on resource-limited platforms poses seriou https://prismix.dev/news/006d855ea8f9 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Membership Inference Attacks on Discrete Diffusion Language Models arXiv:2605.16445v1 Announce Type: new Abstract: Masked Diffusion Language Models MDLMs replace autoregressive generation with iterative demasking and their privacy properties are largely unstudied. We https://prismix.dev/news/072ad9dba5cf 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Avoiding Structural Failure Modes in Tabular Fair SSL: Online Primal-Dual Allocation under Confidence Gating arXiv:2605.16446v1 Announce Type: new Abstract: Semi-supervised learning (SSL) enables prediction with limited labels, but high-stakes tabular applications (medical, credit, recidivism) require statis https://prismix.dev/news/937f947a229b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Nested Spatio-Temporal Time Series Forecasting arXiv:2605.16447v1 Announce Type: new Abstract: Spatiotemporal forecasting is critical for real-world applications like traffic management, yet capturing reliable interactions remains challenging unde https://prismix.dev/news/98ce300cd789 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PESD-TSF: A Period-Aware and Explicit Structured Decomposition Framework for Long-Term Time Series Forecasting arXiv:2605.16449v1 Announce Type: new Abstract: Deep forecasting models often suffer from attenuated periodic perception and entangled trend-noise representations as network depth increases. Moreover, https://prismix.dev/news/133f1387f88b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Physics-Guided Geometric Diffusion for Macro Placement Generation arXiv:2605.16451v1 Announce Type: new Abstract: Macro placement is a pivotal stage in VLSI physical design, fundamentally determining the overall chip performance. Recent data-driven placement methods https://prismix.dev/news/8b8c8dd3fee4 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Peak-Detector: Explainable Peak Detection via Instruction-Tuned Large Language Models in Physiological Sign arXiv:2605.16452v1 Announce Type: new Abstract: Accurate peak detection across diverse cardiac physiological signals, including the Electrocardiogram (ECG), Photoplethysmogram (PPG), Ballistocardiogra https://prismix.dev/news/32bf1828bfd6 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png QuChaTeR: A Hybrid Quantum-Chaotic Temporal Framework for Earthquake Prediction arXiv:2605.16454v1 Announce Type: new Abstract: Seismic prediction remains challenging due to the highly nonlinear and chaotic dynamics of earthquake signals. While classical deep learning models such https://prismix.dev/news/e291ee7536a5 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Identifiable Token Correspondence for World Models arXiv:2605.16457v1 Announce Type: new Abstract: Transformer-based world models have shown strong performance in visual reinforcement learning, but often suffer from temporal inconsistency in long-hori https://prismix.dev/news/8d5683b3deeb 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Strategic Over-Parameterization for Generalizable Low-Rank Adaptation arXiv:2605.16470v1 Announce Type: new Abstract: Adapting large language models (LLMs) to downstream tasks via full fine-tuning is increasingly impractical due to its computational and memory demands. https://prismix.dev/news/a9334e12e2cb 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Seeking the Unfamiliar but Memorable: Conceptual Creativity as Meta-Learning arXiv:2605.16477v1 Announce Type: new Abstract: What does it mean to create a new concept, rather than retrieve a familiar one? Repeatedly sampling a generative model at the same prompt produces varia https://prismix.dev/news/1145a40b6984 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Global Convergence of Sampling-Based Nonconvex Optimization through Diffusion-Style Smoothing arXiv:2605.16520v1 Announce Type: new Abstract: Sampling-based optimization (SBO), like cross-entropy method and evolutionary algorithms, has achieved many successes in solving non-convex problems wit https://prismix.dev/news/0d8fed0aeecc 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Hypergraph Pattern Machine: Compositional Tokenization for Higher-Order Interactions arXiv:2605.16527v1 Announce Type: new Abstract: Hypergraphs model higher-order relations that drive real-world decisions, from drug prescriptions to recommendations. A central structural signal in suc https://prismix.dev/news/6df910d08858 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Multiscale Supervised Unbalanced Optimal Transport Flow Matching arXiv:2605.16529v1 Announce Type: new Abstract: Unbalanced optimal transport (UOT) provides a principled framework for modeling single-cell transitions and birth-death dynamics, but its high computati https://prismix.dev/news/73997cd4d473 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Boundedly Rational Meta-Learning in Sequential Consumer Choice arXiv:2605.16532v1 Announce Type: new Abstract: Many consumer decisions are repeated choices under uncertainty. Standard models capture these decisions using Bayesian learning and dynamic programming: https://prismix.dev/news/ab176abe3cf5 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Symphony for Speech-to-Text: Supporting Real-Time Medical Voice Interfaces arXiv:2605.16545v1 Announce Type: new Abstract: After decades of use in dictation and, more recently, ambient documentation, speech is emerging as a primary modality for interacting with technology an https://prismix.dev/news/0b37c91cd8f8 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png World Model-Enabled Causal Digital Twins for Semantic Communications in Physical AI Systems arXiv:2605.16547v1 Announce Type: new Abstract: Semantic communication has emerged as a promising paradigm for enabling goal-oriented networking. However, most existing semantic communication solution https://prismix.dev/news/b9f0660765ad 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Automatic Unsupervised Ensemble Outlier Model Selection--Extended Version arXiv:2605.16567v1 Announce Type: new Abstract: Unsupervised outlier detection is attractive because it eliminates the need for labeled data. Moreover, forming multi-model ensembles can improve detect https://prismix.dev/news/6a1e05562d7a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Wavelet Flow Matching for Multi-Scale Physics Emulation arXiv:2605.16573v1 Announce Type: new Abstract: Accurate emulation of multi-scale physical systems governed by PDEs demands models that remain stable over long autoregressive rollouts while preserving https://prismix.dev/news/d46d83f7a06c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Structure-Aware Masking for Protein Representation Learning arXiv:2605.16581v1 Announce Type: new Abstract: Masked language modeling (MLM) is the standard objective for training protein language models, typically implemented by randomly masking individual resi https://prismix.dev/news/d4c4f46c1dc1 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png How Few-Shot Examples Add Up: A Causal Decomposition of Function Vectors in In-Context Learning arXiv:2605.16591v1 Announce Type: new Abstract: In-context learning (ICL) excels at new tasks from minimal examples, yet we still lack a mechanistic explanation of how few-shot prompts shape a model's https://prismix.dev/news/073c26427382 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Where Pretraining writes and Alignment reads: the asymmetry of Transformer weight space arXiv:2605.16600v1 Announce Type: new Abstract: Cross-entropy pretraining and preference alignment update the same transformer weights, but leave geometrically distinct traces. We characterise this as https://prismix.dev/news/1da75f699d9a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png R2V Agent: Teaching SLMs When to Ask for Help arXiv:2605.16604v1 Announce Type: new Abstract: Efficient agentic systems should incur expensive frontier-model costs only on decisions where a cheaper local model is likely to fail. Existing LLM casc https://prismix.dev/news/62b814eec5b9 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png To MRL or not to MRL: Text Embeddings are Robust to Truncation Without Matryoshka Embeddings, Except In Heavy Truncation Scenarios arXiv:2605.16608v1 Announce Type: new Abstract: Matryoshka Representation Learning (MRL) is a widely adopted approach for training text encoders so they provide useful text representations at various https://prismix.dev/news/9f1cf3c6e65c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Tensor Cookbook: Mastering Tensors through Diagrams arXiv:2605.16610v1 Announce Type: new Abstract: High-dimensional data arise naturally in many areas of science and engineering, including machine learning, signal processing, computational physics, an https://prismix.dev/news/9ea6b47cd69f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Learning What Evaluators Value: A Reliable Approach to Modeling Evaluator Preferences arXiv:2605.16615v1 Announce Type: new Abstract: In many applications, human and LLM evaluators use assessments of relevant criteria to create an overall evaluation for an item or individual. For examp https://prismix.dev/news/862b0d0076cf 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png MLReplicate: Benchmarking Autonomous Research Systems for Machine Learning Reproducibility arXiv:2605.16616v1 Announce Type: new Abstract: Autonomous research systems capable of generating complete scientific manuscripts have advanced rapidly, yet robust and realistic evaluation frameworks https://prismix.dev/news/d65a88964fff 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SCOUT: Cyclic Causal Discovery Under Soft Interventions with Unknown Targets arXiv:2605.16620v1 Announce Type: new Abstract: Learning causal relationships between variables from data is a fundamental research area with many applications across disciplines. Most existing causal https://prismix.dev/news/c7f1b169adef 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Does Weight Decay Enhance Training Stability? arXiv:2605.16622v1 Announce Type: new Abstract: In modern deep learning, weight decay is often credited with "stabilizing" training dynamics, diverging from its classical role as a static regularizati https://prismix.dev/news/51d6fb0f4492 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Learning How to Cube arXiv:2605.16632v1 Announce Type: new Abstract: Despite the effectiveness of Cube-and-Conquer (C&C) for solving challenging Boolean Satisfiability (SAT) problems, no prior work has shown that transfor https://prismix.dev/news/bbbb66dbaa64 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png MedMIX: Modality-Internal Expert Fusion for Multimodal Medical Diagnosis arXiv:2605.16639v1 Announce Type: new Abstract: Multimodal clinical prediction faces three challenges: multiple foundation models (FMs) with complementary strengths per modality, pervasive missing mod https://prismix.dev/news/fddaf2c4ee57 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Provably Shorter Scratchpads in Hybrid DeltaNet-Attention Decoders arXiv:2605.16640v1 Announce Type: new Abstract: We investigate the expressive power of hybrid recurrent-attention decoders, a class of architectures used in recent open-source language models such as https://prismix.dev/news/b723750b99b4 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png In-context learning enables continental-scale subsurface temperature prediction from sparse local observations arXiv:2605.16665v1 Announce Type: new Abstract: Continental-scale knowledge of subsurface temperature is limited by the cost and sparsity of borehole measurements, but such information is essential fo https://prismix.dev/news/18c469eb2a5a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png GraViti: Graph-Level Variational Autoencoders with Relaxed Permutation Invariance arXiv:2605.16668v1 Announce Type: new Abstract: We introduce GraViti, a transformer-based graph-level variational autoencoder that maps entire graphs to compact latent vectors. This design produces a https://prismix.dev/news/f67d13b901de 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Identify Then Project: Contrastive Learning of Latent Dynamics from Partial Observations with Port-Hamiltonian Structure arXiv:2605.16682v1 Announce Type: new Abstract: Identifying latent state representations and dynamics is essential when direct modeling in observation space is infeasible, particularly under partial a https://prismix.dev/news/0a88fc895fc3 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Scalable Knowledge Editing for Mixture-of-Experts LLMs via Tensor-Structured Updates arXiv:2605.16686v1 Announce Type: new Abstract: Knowledge editing (KE) provides a lightweight alternative to repeated fine-tuning of LLMs. However, most existing KE methods target dense feed-forward l https://prismix.dev/news/72cd818fad78 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png UB-SMoE: Universally Balanced Sparse Mixture-of-Experts for Resource-adaptive Federated Fine-tuning of Foundation Models arXiv:2605.16690v1 Announce Type: new Abstract: Heterogeneous LoRA-rank methods address system heterogeneity in federated fine-tuning of foundation models by assigning client-specific ranks based on c https://prismix.dev/news/9e93ad235a2e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png EfficientTDMPC: Improved MPC Objectives for Sample-Efficient Continuous Control arXiv:2605.16692v1 Announce Type: new Abstract: We introduce EfficientTDMPC, a sample-efficient model-based reinforcement learning method for continuous control built on the TD-MPC family of algorithm https://prismix.dev/news/24aacddd7a59 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Your SaaS Is an Insurance Product: A Modeling Framework arXiv:2605.16699v1 Announce Type: new Abstract: Capped-usage SaaS products -- LLM subscriptions such as Claude Code and ChatGPT, cloud platforms such as Vercel and Cloudflare Workers, corporate benefi https://prismix.dev/news/3679d6a6e190 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Convex Dataset Valuation for Post-Training arXiv:2605.16704v1 Announce Type: new Abstract: Improving LLM performance on downstream tasks sometimes requires leveraging auxiliary datasets during post-training. In practice, however, developers fa https://prismix.dev/news/c9309dbc54e7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Isolating Nonlinear Independent Sources in fMRI with $\beta$-TCVAE Models arXiv:2605.16708v1 Announce Type: new Abstract: Learning meaningful latent representations from nonlinear fMRI data remains a fundamental challenge in neuroimaging analysis. Traditional independent co https://prismix.dev/news/7d63d223ccb6 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png EmoMind: Decoding Affective Captions from Human Brain fMRI arXiv:2605.16739v1 Announce Type: new Abstract: Decoding visual experience from brain activity has advanced substantially, but cur- rent brain-to-text systems largely recover semantic content while di https://prismix.dev/news/0e65e5fbe9e4 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Propagation of Chaos in Contextual Flow Maps arXiv:2605.16747v1 Announce Type: new Abstract: We develop a quantitative statistical theory of transformers in the large-context regime by adopting the abstraction of contextual flow maps (CFMs): dyn https://prismix.dev/news/6bdfd8f44969 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Learning Unbiased Permutations via Flow Matching arXiv:2605.16755v1 Announce Type: new Abstract: Learning permutations is fundamental to sorting, ranking, and matching, but existing differentiable methods based on entropy-regularized Sinkhorn produc https://prismix.dev/news/842cd77f8aa1 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Distinguishable Deletion: Unifying Knowledge Erasure and Refusal for Large Language Model Unlearning arXiv:2605.16776v1 Announce Type: new Abstract: Mitigating sensitive and harmful outputs is fundamental to ensuring safe deployment of LLMs. Existing approaches typically follow two paradigms: Knowled https://prismix.dev/news/be8097ff995d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Lever: Speculative LLM Inference on Smartphones arXiv:2605.16786v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly needed for interactive mobile applications, but high-quality models exceed the limited DRAM available on s https://prismix.dev/news/b459b072d9f4 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png The Unlearnability Phenomenon in RLVR for Language Models arXiv:2605.16787v1 Announce Type: new Abstract: Reinforcement Learning with Verifiable Reward (RLVR) has proven effective in improving Large Language Model's (LLM) reasoning ability. However, the lear https://prismix.dev/news/57839df8d1e6 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png TIER: Trajectory-Invariant Execution Rewards for Multi-Step Tool Composition arXiv:2605.16790v1 Announce Type: new Abstract: Tool use enables large language models to solve complex tasks through sequences of API calls, yet existing reinforcement learning approaches fail to sca https://prismix.dev/news/17bab04af14e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PULSE: Generative Phase Evolution for Non-Stationary Time Series Forecasting arXiv:2605.16793v1 Announce Type: new Abstract: Time series forecasting under non-stationarity faces a fundamental tension between capturing stable representations and adapting to distribution shifts. https://prismix.dev/news/d4a65023c147 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Cross-Domain Molecular Relational Learning: Leveraging Chemical Structure-Activity Analysis arXiv:2605.16799v1 Announce Type: new Abstract: Recent advances in molecular representation integrates molecular topological and visual modalities, opening new avenues for precise Molecular Relational https://prismix.dev/news/364f83e1abe3 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png FIM-LoRA: Task-Informative Rank Allocation for LoRA via Calibration-Time Gradient-Variance Estimation arXiv:2605.16800v1 Announce Type: new Abstract: Low-rank adaptation (LoRA) assigns a uniform rank to every adapted weight matrix - a practical convenience that ignores a fundamental reality: different https://prismix.dev/news/7a6da0234fa9 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Cross-modal Affinity-aligned Multimodal Learning Analytics for Predicting Student Collaboration Satisfaction in Game-Based Learning arXiv:2605.16806v1 Announce Type: new Abstract: Collaborative game-based learning environments offer rich opportunities for small-group knowledge construction, yet automatically predicting student col https://prismix.dev/news/b18d6b68f09d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Informative Graph Structure Learning arXiv:2605.16809v1 Announce Type: new Abstract: The quality of graph-structured data is fundamental to the success of modern graph analysis techniques such as Graph Neural Networks (GNNs). However, re https://prismix.dev/news/ea99189ffd66 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Jacobian-Guided Anisotropic Noise Reshaping for Enhancing Representation Utility under Local Differential Privacy arXiv:2605.16812v1 Announce Type: new Abstract: While Local Differential Privacy (LDP) serves as a foundational primitive for distributed data collection, its stringent noise injection requirement oft https://prismix.dev/news/e8186edaf94e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Atoms as Language: VQ-Atom: Semantic Discretization for Molecular Representation Learning arXiv:2605.16823v1 Announce Type: new Abstract: Molecular representation learning has become a central approach in AI-driven drug discovery, yet existing molecular tokenizations such as SMILES remain https://prismix.dev/news/d9f647a3dd02 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Confidence Geometry Reveals Trace-Level Correctness in Large Language Model Reasoning arXiv:2605.16824v1 Announce Type: new Abstract: Large language models (LLMs) generate not only reasoning text, but also token-level confidence trajectories that record how uncertainty evolves during i https://prismix.dev/news/ca9e79fca860 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Decoupling KL and Trajectories: A Unified Perspective for SFT, DAgger, Offline RL, and OPD in LLM Distillation arXiv:2605.16826v1 Announce Type: new Abstract: Knowledge distillation is central to LLM post-training, yet its design space remains poorly understood, especially alongside reinforcement learning (RL) https://prismix.dev/news/f5cb9b01d9e6 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PhysioSeq2Seq: A Hybrid Physiological Digital Twin and Sequence-to-Sequence LSTM for Long-Horizon Glucose Forecasting in Type 1 Diabetes arXiv:2605.16860v1 Announce Type: new Abstract: Accurate long-horizon glucose forecasting is critical for automated insulin delivery systems, which help people with type 1 diabetes (T1D) manage their https://prismix.dev/news/74d467c14a13 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SE-GA: Memory-Augmented Self-Evolution for GUI Agents arXiv:2605.16883v1 Announce Type: new Abstract: Autonomous Graphical User Interface (GUI) agents often struggle with multi-step tasks due to constrained context windows and static policies that fail t https://prismix.dev/news/3916ead52be5 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png The Scaling Laws of Skills in LLM Agent Systems arXiv:2605.16508v1 Announce Type: new Abstract: As agent systems scale, skills accumulate into large reusable libraries, yet their scaling laws remain poorly understood. Across 15 frontier LLMs, 1,141 https://prismix.dev/news/437c6ca16c12 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PQR: A Framework to Generate Diverse and Realistic User Queries that Elicit QA Agent Failures arXiv:2605.16551v1 Announce Type: new Abstract: Evaluating LLM-based agents remains challenging because identifying meaningful failure cases often requires substantial human effort to design realistic https://prismix.dev/news/0f06f874be53 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Scaling Accessible Mathematics on arXiv: HTML Conversion and MathML 4 arXiv:2605.16562v1 Announce Type: new Abstract: We report on the ongoing development of arXiv's HTML Papers offering, available on every new TeX/LaTeX submission since its initial release in 2023. The https://prismix.dev/news/b28fdce7cfe2 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Beyond Sentiment Classification: A Generative Framework for Emotion Intensity Evaluation in Text arXiv:2605.16613v1 Announce Type: new Abstract: We introduce a novel approach to emotion modeling that shifts the focus from identification to evaluation, addressing the limitations of discrete classi https://prismix.dev/news/3d42b70ae24e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SKG-Eval: Stateful Evaluation of Multi-Turn Dialogue via Incremental Semantic Knowledge Graphs arXiv:2605.16650v1 Announce Type: new Abstract: Evaluating multi-turn dialogue systems remains challenging because response quality depends not only on the current prompt, but also on previously estab https://prismix.dev/news/1be488798dfa 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Scalable Tool for Measuring Manner and Result Verbs in Developmental Language Research arXiv:2605.16654v1 Announce Type: new Abstract: Manner and result verbs encode different aspects of event structure and have been discussed in developmental work as a potentially informative distincti https://prismix.dev/news/237cc9621974 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png CHI-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows? arXiv:2605.16679v1 Announce Type: new Abstract: End-to-end automation of realistic healthcare operations stresses three capabilities underrepresented in current benchmarks: policy density, decisions m https://prismix.dev/news/8ba44d26e8bc 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Language Acquisition Device in Large Language Models arXiv:2605.16758v1 Announce Type: new Abstract: Large Language Models (LLMs) remain substantially less data-efficient than humans. Pre-pretraining (PPT) on synthetic languages has been proposed to clo https://prismix.dev/news/b65529c2921a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Retrieval-Based Multi-Label Legal Annotation: Extensible, Data-Efficient and Hallucination-Free arXiv:2605.16767v1 Announce Type: new Abstract: Multi-label legal annotation requires assigning multiple labels from large, evolving taxonomies to long, fact-intensive documents, often under limited s https://prismix.dev/news/92e26daff2ac 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Exploring Lightweight Large Language Models for Court View Generation arXiv:2605.16770v1 Announce Type: new Abstract: Criminal Court View Generation (CVG) is a critical task in Legal Artificial Intelligence (Legal AI), involving the generation of court view based on cas https://prismix.dev/news/4ed0b1674b48 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png AgentKernelArena: Generalization-Aware Benchmarking of GPU Kernel Optimization Agents arXiv:2605.16819v1 Announce Type: new Abstract: GPU kernel optimization is increasingly critical for efficient deep learning systems, but writing high-performance kernels still requires substantial lo https://prismix.dev/news/74e503a539da 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Constrained Code Generation with Discrete Diffusion arXiv:2605.16829v1 Announce Type: new Abstract: Discrete diffusion models are a powerful, emerging paradigm for code generation. They construct programs through iterative refinement of partially corru https://prismix.dev/news/ac1d2be5037a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png CompactAttention: Accelerating Chunked Prefill with Block-Union KV Selection arXiv:2605.16839v1 Announce Type: new Abstract: Chunked prefill has become a widely adopted serving strategy for long-context large language models, but efficient attention computation in this regime https://prismix.dev/news/c5ee75f0e624 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png RTI-Bench: A Structured Dataset for Indian Right-to-Information Decision Analysis arXiv:2605.16843v1 Announce Type: new Abstract: India's Right to Information Act, 2005 gives every citizen the right to demand information from public authorities, yet in practice most people cannot m https://prismix.dev/news/eb7a5f8a7bb6 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png MixSD: Mixed Contextual Self-Distillation for Knowledge Injection arXiv:2605.16865v1 Announce Type: new Abstract: Supervised fine-tuning (SFT) is widely used to inject new knowledge into language models, but it often degrades pretrained capabilities such as reasonin https://prismix.dev/news/bf9f11cc79c5 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PaliBench: A Multi-Reference Blueprint for Classical Language Translation Benchmarks arXiv:2605.16881v1 Announce Type: new Abstract: Digital humanities projects increasingly rely on machine translation and large language models to widen access to classical, religious, and otherwise un https://prismix.dev/news/8cd6494621d0 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png E-PMQ: Expert-Guided Post-Merge Quantization with Merged-Weight Anchoring arXiv:2605.16882v1 Announce Type: new Abstract: Low-resource deployment constraints have made model quantization essential for deploying neural networks while preserving performance. Meanwhile, model https://prismix.dev/news/5702dbf7889b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png JSPG: Dynamic Dictionary Filtering via Joint Semantic-Pinyin-Glyph Retrieval for Chinese Contextual ASR arXiv:2605.16896v1 Announce Type: new Abstract: Contextual Automatic Speech Recognition (ASR) faces challenges with large-scale keyword dictionaries, as excessive irrelevant candidates introduce noise https://prismix.dev/news/3323a8b8c8d1 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps arXiv:2605.16928v1 Announce Type: new Abstract: Long-context inference in large language models is bottlenecked by the quadratic cost of full attention. Existing efficient alternatives often rely eith https://prismix.dev/news/344edfa4b9ea 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Effort as Ceiling, Not Dial: Reasoning Budget Does Not Modulate Cognitive Cost Alignment Between Humans and Large Reasoning Models arXiv:2605.16938v1 Announce Type: new Abstract: Large Reasoning Models (LRMs) generate chain-of-thought traces whose length tracks human reaction times across cognitive tasks, but recent debate questi https://prismix.dev/news/ad2813834a99 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Roll Out and Roll Back: Diffusion LLMs are Their Own Efficiency Teachers arXiv:2605.16941v1 Announce Type: new Abstract: Diffusion Large Language Models (DLLMs) promise fast parallel generation, yet open-source DLLMs still face a severe quality-speed trade-off: acceleratin https://prismix.dev/news/87e9fc820207 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Closing the Gap at CRAC 2026: Two-Stage Adaptation for LLM-Based Multilingual Coreference Resolution arXiv:2605.16984v1 Announce Type: new Abstract: We present our submission to the LLM track of the 2026 Computational Models of Reference, Anaphora and Coreference (CRAC 2026) shared task. With an aver https://prismix.dev/news/af558fa574e4 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Skills on the Fly: Test-Time Adaptive Skill Synthesis for LLM Agents arXiv:2605.16986v1 Announce Type: new Abstract: LLM agents benefit from reusable skills, yet test-time tasks often require guidance more specific than a static skill library can provide. We propose \e https://prismix.dev/news/646653eca009 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Response-free item difficulty modelling for multiple-choice items with fine-tuned transformers: Component-wise representation and multi-task learning arXiv:2605.16991v1 Announce Type: new Abstract: Response-free item difficulty modelling promises to reduce reliance on response-based calibration but is intrinsically difficult on reading-comprehensio https://prismix.dev/news/cc297dadf45e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Evaluation Drift in LLM Personality Induction: Are We Moving the Goalpost? arXiv:2605.16996v1 Announce Type: new Abstract: Can large language models reliably express a human-like personality, or are they merely mimicking surface cues without a stable underlying profile? To i https://prismix.dev/news/b66d1d10ee2c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png HalluScore: Large Language Model Hallucination Question Answering Benchmark arXiv:2605.17007v1 Announce Type: new Abstract: Large language models (LLMs) have achieved remarkable progress in natural language generation, but remain susceptible to hallucination. In response to g https://prismix.dev/news/2e33eb1601f4 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PARALLAX: Separating Genuine Hallucination Detection from Benchmark Construction Artifacts arXiv:2605.17028v1 Announce Type: new Abstract: Large language models (LLMs) hallucinate with confidence: their outputs can be fluent, authoritative, and simply wrong. In medical, legal, and scientifi https://prismix.dev/news/dbd249c2a472 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Agentic AI Translate: An Agentic Translator Prototype for Translation as Communication Design arXiv:2605.17041v1 Announce Type: new Abstract: We present Agentic AI Translate, an agentic translator prototype that operationalises the thesis of Yamada (forthcoming) -- that the metalanguage of Tra https://prismix.dev/news/94200e3797f2 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Can LLMs Think Like Consumers? Benchmarking Crowd-Level Reaction Reconstruction with ConsumerSimBench arXiv:2605.17079v1 Announce Type: new Abstract: LLMs are increasingly used as ``digital consumers'' to simulate public opinion, pre-test marketing decisions, and anticipate audience response. However, https://prismix.dev/news/1b9f644aad2c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ACIL: Auto Chain of Thoughts for In-Context Learning arXiv:2605.17088v1 Announce Type: new Abstract: Recent advances in large language models (LLMs) have shown that Chain-of-Thought (CoT) reasoning can substantially improve performance on complex reason https://prismix.dev/news/f8c86abbd5d1 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SEMA-RAG: A Self-Evolving Multi-Agent Retrieval-Augmented Generation Framework for Medical Reasoning arXiv:2605.17101v1 Announce Type: new Abstract: Retrieval-Augmented Generation (RAG) is widely employed to mitigate risks such as hallucinations and knowledge obsolescence in medical question answerin https://prismix.dev/news/43151798b86c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png HyDRA: Hybrid Dynamic Routing Architecture for Heterogeneous LLM Pools arXiv:2605.17106v1 Announce Type: new Abstract: Production LLM deployments increasingly maintain heterogeneous model pools spanning order-of-magnitude cost differences. Existing routers make binary st https://prismix.dev/news/1525a88ae2dd 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png The Point of No Return: Counterfactual Localization of Deceptive Commitment in Language-Model Reasoning arXiv:2605.17113v1 Announce Type: new Abstract: Existing deception datasets label completed outputs as honest or deceptive, treating deception as a property of the final response rather than a functio https://prismix.dev/news/1f0552818cef 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Multilingual and Multimodal LLMs in the Wild: Building for Low-Resource Languages arXiv:2605.17152v1 Announce Type: new Abstract: Multimodal LLMs are evolving from vision-language to tri-modality that see, hear, and read, yet pipelines and benchmarks remain English-centric and comp https://prismix.dev/news/c42f46b1f136 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Why Do Safety Guardrails Degrade Across Languages? arXiv:2605.17173v1 Announce Type: new Abstract: Large language models exhibit safety degradation in non-English languages. Standard evaluation relies on Jailbreak Success Rate (JSR), which confounds s https://prismix.dev/news/e5ce291eb7e2 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PluRule: A Benchmark for Moderating Pluralistic Communities on Social Media arXiv:2605.17187v1 Announce Type: new Abstract: Social media are shifting towards pluralism -- community-governed platforms where groups define their own norms. What violates rules in one community ma https://prismix.dev/news/4e963f5cb741 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png LLMs for automatic annotation of Mandarin narrative transcripts arXiv:2605.17205v1 Announce Type: new Abstract: Linguistic annotation of transcribed speech is essential for research in language acquisition, language disorders, and sociolinguistics, yet remains lab https://prismix.dev/news/630f6da9aa01 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Artificial Intolerance: Stigmatizing Language in Clinical Documentation Skews Large Language Model Decision-Making arXiv:2605.17228v1 Announce Type: new Abstract: Large Language Models (LLMs) are increasingly deployed in high-stakes domains such as clinical decision support and medical documentation. However, the https://prismix.dev/news/ab4f2276914b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png OProver: A Unified Framework for Agentic Formal Theorem Proving arXiv:2605.17283v1 Announce Type: new Abstract: Recent progress in formal theorem proving has benefited from large-scale proof generation and verifier-aware training, but agentic proving is rarely int https://prismix.dev/news/bcddf1b94d8c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ConflictRAG: Detecting and Resolving Knowledge Conflicts in Retrieval Augmented Generation arXiv:2605.17301v1 Announce Type: new Abstract: Retrieval-Augmented Generation (RAG) systems implicitly assume mutual consistency among retrieved documents -- an assumption that frequently fails in pr https://prismix.dev/news/a0f895b16183 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Weak-to-Strong Elicitation via Mismatched Wrong Drafts arXiv:2605.17314v1 Announce Type: new Abstract: We consider whether off-policy experience from a smaller, weaker model can elicit capability in a stronger learner that on-policy RL fine-tuning (e.g., https://prismix.dev/news/1ba7097cb5fc 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Transitivity Meets Cyclicity: Explicit Preference Decomposition for Dynamic Large Language Model Alignment arXiv:2605.17342v1 Announce Type: new Abstract: Standard RLHF relies on transitive scalar rewards, failing to capture the cyclic nature of human preferences. While some approaches like the General Pre https://prismix.dev/news/66690956e3b1 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Taming "Zombie'' Agents: A Markov State-Aware Framework for Resilient Multi-Agent Evolution arXiv:2605.17348v1 Announce Type: new Abstract: Recent advancements in LLM-based multi-agent systems have demonstrated remarkable collaborative capabilities across complex tasks. To improve overall ef https://prismix.dev/news/4e49eee2fe5d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question Answering arXiv:2605.17352v1 Announce Type: new Abstract: Despite substantial advances in large language models (LLMs), generating factually consistent responses for knowledge-intensive question answering remai https://prismix.dev/news/cdb99a91d713 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Learning Transferable Topology Priors for Multi-Agent LLM Collaboration Across Domains arXiv:2605.17359v1 Announce Type: new Abstract: Large language model (LLM)-based multi-agent systems have shown strong potential for complex reasoning by coordinating specialized agents through struct https://prismix.dev/news/9d2eeaad6eb9 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png NewsLens: A Multi-Agent Framework for Adversarial News Bias Navigation arXiv:2605.17364v1 Announce Type: new Abstract: Media bias detection has predominantly been framed as a classification task: assign a political label to an article or outlet. We argue this framing is https://prismix.dev/news/7ee9ee626a05 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Learning Faster with Better Tokens: Parameter-Efficient Vocabulary Adaptation for Specialized Text Summarization arXiv:2605.17379v1 Announce Type: new Abstract: Large language models pretrained on general-domain corpora often exhibit tokenization inefficiencies when applied to specialized domains. Although conti https://prismix.dev/news/9a4e6a1024ae 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png MiniGPT: Rebuilding GPT from First Principles arXiv:2605.17398v1 Announce Type: new Abstract: This paper presents MiniGPT, a compact from-scratch implementation of GPT-style autoregressive language modeling in PyTorch. The aim is to rebuild the c https://prismix.dev/news/c7909cffe9b3 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png BELIEF: Structured Evidence Modeling and Uncertainty-Aware Fusion for Biomedical Question Answering arXiv:2605.17435v1 Announce Type: new Abstract: Biomedical question answering often requires decisions from retrieved literature whose relevance, quality, and support for candidate answers are uneven. https://prismix.dev/news/d34b16ddc1c0 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Beyond Catalogue Counts: the Dataset Visibility Asymmetry in Low-Resource Multilingual NLP arXiv:2605.17442v1 Announce Type: new Abstract: Multilingual NLP often relies on dataset counts from centralized catalogues to characterize which languages are resource-rich or resource-poor. However, https://prismix.dev/news/f96673526119 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Analyzing Error Propagation in Korean Spoken QA with ASR-LLM Cascades arXiv:2605.17443v1 Announce Type: new Abstract: We analyze how automatic speech recognition (ASR) errors propagate through ASR-LLM cascades in Korean spoken question answering (SQA), focusing on downs https://prismix.dev/news/7c77ef4fc377 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png VerifyMAS: Hypothesis Verification for Failure Attribution in LLM Multi-Agent Systems arXiv:2605.17467v1 Announce Type: new Abstract: Large language model-driven multi-agent systems (LLM-MAS) excel at complex tasks, yet unreliable agents remain a key bottleneck to system-level reliabil https://prismix.dev/news/ec7acd494580 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Hybrid Feature Combinations with CNN for Bangla Fake News Classification arXiv:2605.17481v1 Announce Type: new Abstract: Nowadays, people in Bangladesh frequently rely on the internet and social media for daily news instead of traditional newspapers. However, the spread of https://prismix.dev/news/100a89ee50b9 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Residual Semantic Decomposition of Word Embeddings arXiv:2605.17482v1 Announce Type: new Abstract: We introduce Residual Semantic Decomposition (RSD), a neural additive decomposition of word embeddings that balances embedding reconstruction with relat https://prismix.dev/news/066776a0b6c1 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Mixture of Experts for Low-Resource LLMs arXiv:2605.17598v1 Announce Type: new Abstract: Mixture-of-Experts (MoE) architectures enable efficient model scaling, yet expert routing behavior across underrepresented languages remains poorly unde https://prismix.dev/news/1c008f4933f2 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Temporal Decay of Co-Citation Predictability: A 20-Year Statute Retrieval Benchmark from 396M Ukrainian Court Citations arXiv:2605.17639v1 Announce Type: new Abstract: Co-citation structure is widely assumed to provide stable retrieval signal in legal information systems. We test this assumption longitudinally by const https://prismix.dev/news/3142ca155443 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Beyond Transcripts: Iterative Peer-Editing with Audio Unlocks High-Quality Human Summaries of Conversational Speech arXiv:2605.17652v1 Announce Type: new Abstract: There are not enough established benchmarks for the task fo speech summarization. Creating new benchmarks demands human annotation, as LLMs could embed https://prismix.dev/news/c956c23cd334 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Stop When Reasoning Converges: Semantic-Preserving Early Exit for Reasoning Models arXiv:2605.17672v1 Announce Type: new Abstract: Large Reasoning Models (LRMs) achieve strong performance by generating long chains of thought (CoT), but often overthink, continuing to reason after a s https://prismix.dev/news/7b8f77cf1668 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Validate Your Authority: Benchmarking LLMs on Multi-Label Precedent Treatment Classification arXiv:2605.17691v1 Announce Type: new Abstract: Automating the classification of negative treatment in legal precedent is a critical yet nuanced NLP task where misclassification carries significant ri https://prismix.dev/news/ac3cbd258656 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Do LLM Agents Mirror Socio-Cognitive Effects in Power-Asymmetric Conversations? arXiv:2605.17694v1 Announce Type: new Abstract: Power differences shape human communication through well documented socio cognitive effects, including language coordination, pronoun usage, authority b https://prismix.dev/news/c41737661c95 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Sometin Beta Pass Notin (SBPN): Improving Multilingual ASR for Nigerian Languages via Knowledge Distillation arXiv:2605.17710v1 Announce Type: new Abstract: Although modern multilingual Automatic Speech Recognition (ASR) systems support several Nigerian languages, their performance consistently lags behind h https://prismix.dev/news/92f07fe3e783 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From Documents to Segments: A Contextual Reformulation for Topic Assignment arXiv:2605.17714v1 Announce Type: new Abstract: Traditional topic modeling assigns a single topic to each document. In practice, however, many real-world documents, such as product reviews or open-end https://prismix.dev/news/1d3953389952 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Bridging the Version Gap: Multi-version Training Improves ICD Code Prediction, Especially for Rare Codes arXiv:2605.17755v1 Announce Type: new Abstract: Clinical coding maps clinical documentation to standardized medical codes, an essential yet time-consuming administrative task that could benefit from a https://prismix.dev/news/3993ac5f4218 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Internalizing Tool Knowledge in Small Language Models via QLoRA Fine-Tuning arXiv:2605.17774v1 Announce Type: new Abstract: Large language models are increasingly used as planning components in agentic systems, but current tool-use pipelines often require full tool schemas to https://prismix.dev/news/0366220b100f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Systematic Evaluation of the Quality of Synthetic Clinical Notes Rephrased by LLMs at Million-Note Scale arXiv:2605.17775v1 Announce Type: new Abstract: Large language models (LLMs) can generate or synthesize clinical text for a wide range of applications, from improving clinical documentation to augment https://prismix.dev/news/ecf8435531ac 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SocialMemBench: Are AI Memory Systems Ready for Social Group Settings? arXiv:2605.17789v1 Announce Type: new Abstract: Memory systems for AI assistants were built for single-user dialogue and fail characteristically when applied to multi-party social group settings. This https://prismix.dev/news/8cf0300b680c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Generating Pretraining Tokens from Organic Data for Data-Bound Scaling arXiv:2605.17849v1 Announce Type: new Abstract: LLM pretraining is shifting from a compute-bound to a data-bound regime, where available human (organic) text falls far short of scaling demands. Howeve https://prismix.dev/news/13140772585c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PAREDA: A Multi-Accent Speech Dataset of Natural Language Processing Research Discussions arXiv:2605.17860v1 Announce Type: new Abstract: While modern Automatic Speech Recognition (ASR) systems achieve high accuracy on benchmark corpora, their performance often degrades when there is real- https://prismix.dev/news/6b9b35791189 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Multi-agent AI systems outperform human teams in creativity arXiv:2605.17885v1 Announce Type: new Abstract: Although artificial intelligence (AI) now matches or exceeds human performance across numerous cognitive tasks, creativity remains a highly contested fr https://prismix.dev/news/49b4b423e9a9 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Pilot Benchmark for NL-to-FOL Translation in Planetary Exploration arXiv:2605.17911v1 Announce Type: new Abstract: Future planetary exploration envisions autonomous robotic agents operating under severe communication constraints, without global positioning, and with https://prismix.dev/news/26eeef00835c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Prompt Compression in Diffusion Large Language Models: Evaluating LLMLingua-2 on LLaDA arXiv:2605.17932v1 Announce Type: new Abstract: Prompt compression reduces inference cost and context length in large language models, but prior evaluations focus primarily on autoregressive architect https://prismix.dev/news/185591fba3ba 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Universal Adversarial Triggers arXiv:2605.17936v1 Announce Type: new Abstract: Recent works have illustrated that modern NLP models trained for diverse tasks ranging from sentiment analysis to language generation succumb to univers https://prismix.dev/news/89bcaacfa3fd 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png BacktestBench: Benchmarking Large Language Models for Automated Quantitative Strategy Backtesting arXiv:2605.17937v1 Announce Type: new Abstract: Quantitative backtesting is essential for evaluating trading strategies but remains hampered by high technical barriers and limited scalability. While L https://prismix.dev/news/e4b05312b570 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png AutoVecCoder: Teaching LLMs to Generate Explicitly Vectorized Code arXiv:2605.17978v1 Announce Type: new Abstract: Vectorization via Single Instruction, Multiple Data (SIMD) architectures is a cornerstone of high-performance computing. To fully exploit hardware poten https://prismix.dev/news/88abaff1fa93 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Predictive Prefetching for Retrieval-Augmented Generation arXiv:2605.17989v1 Announce Type: new Abstract: Retrieval-Augmented Generation (RAG) improves factual grounding in large language models but suffers from substantial latency due to synchronous retriev https://prismix.dev/news/49a6da8b14df 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Bridging the Gap: Converting Read Text to Conversational Dialogue arXiv:2605.18001v1 Announce Type: new Abstract: In recent advancements within speech processing, converting read speech to conversational speech has gained significant attention. The primary challenge https://prismix.dev/news/0dbf5e1668ce 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Semantic Reranking at Inference Time for Hard Examples in Rhetorical Role Labeling arXiv:2605.18007v1 Announce Type: new Abstract: Rhetorical Role Labeling (RRL) assigns a functional role to each sentence in a document and is widely used in legal, medical, and scientific domains. Wh https://prismix.dev/news/03c3c765b600 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PROTEA: Offline Evaluation and Iterative Refinement for Multi-Agent LLM Workflows arXiv:2605.18032v1 Announce Type: new Abstract: Multi-agent LLM workflows -- systems composed of multiple role-specific LLM calls -- often outperform single-prompt baselines, but they remain difficult https://prismix.dev/news/a8b5fa7837ea 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PPAI: Enabling Personalized LLM Agent Interoperability for Collaborative Edge Intelligence arXiv:2605.18067v1 Announce Type: new Abstract: Deploying large language model (LLM) on edge device enables personalized LLM agents for various users. The growing availability of diverse personalized https://prismix.dev/news/a5251c13b1d7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png KVDrive: A Holistic Multi-Tier KV Cache Management System for Long-Context LLM Inference arXiv:2605.18071v1 Announce Type: new Abstract: Supporting long-context LLMs is challenging due to the substantial memory demands of the key-value (KV) cache. Existing offloading systems store the ful https://prismix.dev/news/06fc8c6939b1 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Data-Efficient Path to Multilingual LLMs: Language Expansion via Post-training PARAM$\Delta$ Integration into Upcycled MoE arXiv:2605.18083v1 Announce Type: new Abstract: Expanding Large Language Models~(LLMs) to new languages is a costly endeavor, demanding extensive Continued Pre-Training~(CPT) and data-intensive alignm https://prismix.dev/news/d646b887245e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png How Loud Rumbles Hit Newsstands: A Data Analysis of Coverage and Spatial Bias in German News about Landslides Around the World arXiv:2605.18105v1 Announce Type: new Abstract: Landslides often hit newsstands due to their destructive and potentially fatal effects. News are a valuable source of information for creating or enrich https://prismix.dev/news/729162fe0e5a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png How Good LLMs Are at Answering Bangla Medical Visual Questions? Dataset and Benchmarking arXiv:2605.18111v1 Announce Type: new Abstract: Recent advancements in Large Language Models (LLMs) and Large Vision Language Models (LVLMs) have enabled general-purpose systems to demonstrate promisi https://prismix.dev/news/ab9c403e4245 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png iPOE: Interpretable Prompt Optimization via Explanations arXiv:2605.18113v1 Announce Type: new Abstract: Prompt optimization has often been framed as a discrete search problem to find high-performing and robust instructions for an LLM. However, the search r https://prismix.dev/news/2ca666acd8be 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png FOL2NS: Generating Natural Sentences from First-Order Logic arXiv:2605.18155v1 Announce Type: new Abstract: Translating formal language into natural language is a foundational challenge in NLP, driving various downstream applications in semantic parsing, theor https://prismix.dev/news/a181bf1dcde4 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Leveraging Graph Structure in Seq2Seq Models for Knowledge Graph Link Prediction arXiv:2605.18211v1 Announce Type: new Abstract: We introduce Graph-Augmented Sequence-to-Sequence (GA-S2S), a novel framework that integrates a T5-small encoder-decoder with a Relational Graph Attenti https://prismix.dev/news/dfeaec1ee4c7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Context Memorization for Efficient Long Context Generation arXiv:2605.18226v1 Announce Type: new Abstract: Modern large language model (LLM) applications increasingly rely on long conditioning prefixes to control model behavior at inference time. While prefix https://prismix.dev/news/2802308a3308 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SomaliWeb v1: A Quality-Filtered Somali Web Corpus with a Matched Tokenizer and a Public Language-Identification Benchmark arXiv:2605.18232v1 Announce Type: new Abstract: Somali is a Cushitic language of the Horn of Africa with ~25 million speakers, yet no documented dedicated Somali pretraining corpus with a companion to https://prismix.dev/news/7747478a21e7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Multilingual jailbreaking of LLMs using low-resource languages arXiv:2605.18239v1 Announce Type: new Abstract: Large Language Models (LLMs) remain vulnerable to jailbreak attempts that circumvent safety guardrails. We investigate whether multi-turn conversations https://prismix.dev/news/b4ada542c12b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Machine Unlearning for Masked Diffusion Language Models arXiv:2605.18253v1 Announce Type: new Abstract: Recent masked diffusion language models (MDLMs), such as LLaDA and Dream, have achieved performance comparable to autoregressive large language models. https://prismix.dev/news/4af2bd05d74d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Knowledge-to-Verification: Exploring RLVR for LLMs in Knowledge-Intensive Domains arXiv:2605.18261v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards (RLVR) has demonstrated promising potential to enhance the reasoning capabilities of large language model https://prismix.dev/news/3050b00f5938 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From Volume to Value: Preference-Aligned Memory Construction for On-Device RAG arXiv:2605.18271v1 Announce Type: new Abstract: With the rapid emergence of personal AI agents based on Large Language Models (LLMs), implementing them on-device has become essential for privacy and r https://prismix.dev/news/c194f8821026 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Infini-News: Efficiently Queryable Access to 1.3 Billion Processed Common Crawl News Articles arXiv:2605.18337v1 Announce Type: new Abstract: Large-scale news corpora support a wide range of research in Computational Social Science and NLP, yet access remains constrained: commercial archives i https://prismix.dev/news/9ed8f7342f0a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Presupposition and Reasoning in Conditionals: A Theory-Based Study of Humans and LLMs arXiv:2605.18352v1 Announce Type: new Abstract: Presupposition projection in conditionals is central to theories of meaning and pragmatics, yet it remains largely unevaluated in large language models. https://prismix.dev/news/753aa0797160 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution arXiv:2605.18401v1 Announce Type: new Abstract: Long-horizon LLM agents leave traces that could become reusable experience, but raw trajectories are noisy and hard to govern. We treat Agent Skills as https://prismix.dev/news/5e1ed429fa6d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective arXiv:2605.18421v1 Announce Type: new Abstract: Recent benchmarks for Large Language Model (LLM) agents mainly evaluate reasoning, planning, and execution. However, memory is also essential for agents https://prismix.dev/news/ec46cc04d514 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From BERT to T5: A Study of Named Entity Recognition arXiv:2605.18462v1 Announce Type: new Abstract: Named entity recognition (NER) has been one of the essential preliminary steps in modern NLP applications. This report focuses on implementing the NER t https://prismix.dev/news/1deb8d991c16 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Vector RAG vs LLM-Compiled Wiki: A Preregistered Comparison on a Small Multi-Domain Research arXiv:2605.18490v1 Announce Type: new Abstract: We preregistered a comparison of two ways to help an LLM answer questions over a small research corpus: a single-round Vector RAG system and an LLM-comp https://prismix.dev/news/3043c007c15e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Implicit Hierarchical GRPO: Decoupling Tool Invocation from Execution for Tool-Integrated Mathematical Reasoning arXiv:2605.18500v1 Announce Type: new Abstract: Large language models (LLMs) have increasingly leveraged tool invocation to enhance their reasoning capabilities. However, existing approaches typically https://prismix.dev/news/472c471e8704 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Ancient Greek to Modern Greek Machine Translation: A Novel Benchmark and Fine-Tuning Experiments on LLMs and NMT Models arXiv:2605.18504v1 Announce Type: new Abstract: Machine Translation (MT) for Ancient Greek (AG) to Modern Greek (MG) is a low-resource task, constrained by the lack of large-scale, high-quality parall https://prismix.dev/news/5efa53f4bdef 2026-05-20 monthly 0.7 https://preview.redd.it/v0w62gzmn02h1.png?width=140&height=78&auto=webp&s=398537a1f0d07f2381ced2ad66091297b07d9dab How to get rejected by IEEE T-PAMI with 'Excellent' scores?[D] Hello everyone. I am keeping my identity anonymous today to protect my professional career. I am a junior researcher in Computer Vision, and I am sharing this story because I have hit a devastating de https://prismix.dev/news/01c85597e21e 2026-05-20 monthly 0.7 https://prismix.dev/news/407f8299271a 2026-05-20 monthly 0.7 https://prismix.dev/news/77e05733a9e4 2026-05-20 monthly 0.7 https://prismix.dev/news/0b602d29acb3 2026-05-20 monthly 0.7 https://prismix.dev/news/ccb1d58bcca8 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.07249/gradient.png MLAIRE: Multilingual Language-Aware Information Retrieval Evaluation Protocal Abstract Multilingual information retrieval evaluation protocol MLAIRE separates semantic retrieval accuracy from query-language preference to better assess retrieval utility across mixed-language cor https://prismix.dev/news/f516bb07fed3 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15980/gradient.png Flash-GRPO: Efficient Alignment for Video Diffusion via One-Step Policy Optimization Abstract Flash-GRPO improves training efficiency for video diffusion models by addressing temporal variance and gradient inconsistency through iso-temporal grouping and temporal gradient rectification https://prismix.dev/news/e56d0040fbca 2026-05-20 monthly 0.7 https://prismix.dev/news/03d0bf3793ec 2026-05-20 monthly 0.7 https://prismix.dev/news/1e2f31042e5c 2026-05-20 monthly 0.7 https://prismix.dev/news/39cccd7e3bd3 2026-05-20 monthly 0.7 https://prismix.dev/news/a1954cccbe31 2026-05-20 monthly 0.7 https://prismix.dev/news/f5db9eb797ac 2026-05-20 monthly 0.7 https://prismix.dev/news/70725cfa60f7 2026-05-20 monthly 0.7 https://prismix.dev/news/5ac9595927fa 2026-05-20 monthly 0.7 https://static.simonwillison.net/static/2026/5-minutes-llms/5-minutes-llms.001.jpeg The last six months in LLMs in five minutes I put together these annotated slides from my five minute lightning talk at PyCon US 2026, using the latest iteration of my annotated presentation tool . # I presented this lightning talk at PyCon US https://prismix.dev/news/9b3d77bbb0c0 2026-05-20 monthly 0.7 https://prismix.dev/news/447d22f86a4c 2026-05-20 monthly 0.7 https://prismix.dev/news/0d50e064bc40 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15843/gradient.png WorldAct: Activating Monolithic 3D Worlds into Interactive-Ready Object-Centric Scenes Abstract WorldAct framework transforms static 3D generated environments into editable and interactive scenes through multimodal agents and geometric reconstruction techniques. AI-generated summary Rec https://prismix.dev/news/38e7e96be369 2026-05-20 monthly 0.7 https://prismix.dev/news/cc10bf389ca7 2026-05-20 monthly 0.7 https://prismix.dev/news/1d94e2362926 2026-05-20 monthly 0.7 https://prismix.dev/news/fb97f4dbeaea 2026-05-20 monthly 0.7 https://prismix.dev/news/f75fb88116f2 2026-05-20 monthly 0.7 https://prismix.dev/news/ed1c2193d6b8 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/train-sentence-transformers/st-hf-thumbnail.png Introducing the Ettin Reranker Family Back to Articles Introducing the Ettin Reranker Family Published May 19, 2026 Update on GitHub Upvote 6 Tom Aarsen tomaarsen TL;DR Today I'm releasing six new Sentence Transformers CrossEncoder rerank https://prismix.dev/news/ffd174a874fa 2026-05-20 monthly 0.7 https://images.zed.dev/blog/local-ai-in-zed/thumbnail.webp Why and How to Run Local Models in Zed You can run local AI models in Zed to get better performance and control over your data. Here's how. https://prismix.dev/news/5ce0c59aeca0 2026-05-20 monthly 0.7 https://assets.vercel.com/image/upload/contentful/image/e5382hct74si/3GPvgsLavIqHqzGWgzdXdk/e1ccf2da79a51a98ead8e4fd69dfaf86/flat-rate-cdn-og.png Flat Rate CDN in Limited Beta Flat Rate CDN is now available in Limited Beta for Pro teams. It replaces usage-based CDN pricing with a fixed monthly fee. Viral posts, unfiltered bots, or misconfigured routes can turn a normal mont https://prismix.dev/news/8c3fce7d133e 2026-05-20 monthly 0.7 https://prismix.dev/news/c6ff4cfdc669 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14271/gradient.png Auditing Agent Harness Safety Abstract LLM agents executing within execution harnesses can produce correct outputs while violating safety constraints during execution, necessitating trajectory-level auditing to ensure proper resou https://prismix.dev/news/7686af3b80e2 2026-05-20 monthly 0.7 https://prismix.dev/news/8b573beaa372 2026-05-20 monthly 0.7 https://www.vaticannews.va/content/dam/vaticannews/agenzie/images/srv/2026/05/06/2026-05-06-udienza-generale/1778056864955.JPG/_jcr_content/renditions/cq5dam.thumbnail.cropped.1500.844.jpeg Pope Leo XIV’s first encyclical Magnifica humanitas to be published May 25 Article URL: https://www.vaticannews.va/en/pope/news/2026-05/pope-leo-xiv-first-encyclical-magnifica-humanitas.html Comments URL: https://news.ycombinator.com/item?id=48187201 Points: 255 # Comments: https://prismix.dev/news/bbffc1e57b31 2026-05-20 monthly 0.7 https://prismix.dev/news/c6741dd87f13 2026-05-20 monthly 0.7 https://prismix.dev/news/6a6512a985a6 2026-05-20 monthly 0.7 https://prismix.dev/news/890d5ac34e4e 2026-05-20 monthly 0.7 https://assets.vercel.com/image/upload/contentful/image/e5382hct74si/3QL3sh1TJhTTI5HyJ3xz65/c4f22db29c762cad66200662ce54213a/Vercel_x_Anthropic.jpeg Run Claude Managed Agents with Vercel Sandbox You can now run Claude Managed Agents with Vercel Sandbox . Claude Managed Agents handles the model, harness, tools, and session state. Self-hosting lets you bring the execution environment, so an age https://prismix.dev/news/5520ede25214 2026-05-20 monthly 0.7 https://prismix.dev/news/0711aa151f0a 2026-05-20 monthly 0.7 https://prismix.dev/news/8d4d14a91488 2026-05-20 monthly 0.7 https://preview.redd.it/wizmc4kvuy1h1.png?width=640&crop=smart&auto=webp&s=a87f4091fb33a827189dfadcde8826fd71195331 21 GPU's benchmarked running a small TTS model (vram peak: 5GB) I rented different GPUs on vast.ai for a few minutes each to benchmark a small TTS model, OmniVoice, with a peak VRAM usage of about 5 GB. I wanted to see how various mostly consumer GPUs would stack https://prismix.dev/news/d3bf90fdc68a 2026-05-20 monthly 0.7 https://opengraph.githubassets.com/ecff476240a659ac22793fa006966bc74251764aa8b27a2bed12001fddb56cd9/langchain-ai/langchain/releases/tag/langchain-tests%3D%3D1.1.8 langchain-tests==1.1.8 Changes since langchain-tests==1.1.7 hotfix(standard-tests): set langchain-core version bounds ( #37509 ) hotfix: bump lockfiles ( #37508 ) release(standard-tests): 1.1.8 ( #37507 ) test(standard-test https://prismix.dev/news/8c9612000f0a 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2017/12/gettyimages-5339511481.jpg?w=640 SandboxAQ brings its drug discovery models to Claude — no PhD in computing required Other venture-backed companies like Chai Discovery and Isomorphic Labs have raced to build better models. SandboxAQ is betting that the bigger obstacle is access, and that Claude solves it. https://prismix.dev/news/178b288b39db 2026-05-20 monthly 0.7 https://preview.redd.it/hop70iuspy1h1.png?width=640&crop=smart&auto=webp&s=1247c8a71e72cdacd2a68ff323ee68a546e38d04 Still happy for yall   submitted by   /u/SilverRegion9394 [link]   [comments] https://prismix.dev/news/4a53641246c7 2026-05-20 monthly 0.7 https://external-preview.redd.it/3MDVht6JVwqw-Ufsn3EOASOn0uzK7Dg-dA-W9hlNlTo.jpeg?width=140&height=105&auto=webp&s=6c0249a5d6b9af2a0024869869c27e297f510ead MTP (Multi-Token Prediction): 2x Faster Token Generation on AMD Strix Halo & Radeon 9700 AI Pro https://preview.redd.it/8gpkg8zxmy1h1.png?width=1672&format=png&auto=webp&s=a95db16a39cdc49c0ff155117b734d413a49c2d3 https://youtu.be/MI0Pm1d6YF4 MTP can accelerate LLM inference 2x, especially for co https://prismix.dev/news/c21087ea8f51 2026-05-20 monthly 0.7 https://prismix.dev/news/2be11ff5c68c 2026-05-20 monthly 0.7 https://external-preview.redd.it/djd4dnhnbWxreTFoMVBMn0S3Q1L2btzN_Dk3W-_WR-rude5GIy7Z4pYbIN78.png?width=640&crop=smart&auto=webp&s=82e22fb4ead24aef3de2198ef852c5620c33863f Lemonade v10.5.1: an MTP + ROCm 7.13 quick start for Strix Halo Update to Lemonade v10.5.1, then: ``` Get the model lemonade pull Qwen3.6-27B-MTP-GGUF Get ROCm 7.13 lemonade backends install llamacpp:rocm Load the model (MTP args auto-applied) lemonade load Qwen3. https://prismix.dev/news/e01292cc509c 2026-05-20 monthly 0.7 https://prismix.dev/news/8645db8e75fa 2026-05-20 monthly 0.7 https://assets.vercel.com/image/upload/contentful/image/e5382hct74si/AQXrI0iL9IoVT4PnLHrs6/8519ab54ccbcbe293bf49faa46a5be97/image.png Consolidated Commit Status now available on GitHub Monorepos can now opt in to a single, consolidated commit status on pull requests instead of one commit status per project. For repos with many projects, teams can configure GitHub branch protection o https://prismix.dev/news/c241aedacbba 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12678/gradient.png No One Knows the State of the Art in Geospatial Foundation Models Abstract Geospatial foundation models lack standardized evaluation and reporting practices, creating inconsistency in performance comparisons and limiting reproducibility across studies. AI-generated https://prismix.dev/news/6fe86d3c6946 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/GettyImages-1126690759-1152x648-1779132662.jpg Legal fail: Don’t use AI to sue Facebook users for calling you a bad date Fake citations dashed a dude’s “Are We Dating the Same Guy” revenge lawsuit. https://prismix.dev/news/3f5ce815b17c 2026-05-20 monthly 0.7 https://prismix.dev/news/ff1928073498 2026-05-20 monthly 0.7 https://vercel.com/api/dynamic-og?title=Web%20Application%20Firewall%20mitigated%20traffic%20is%20free%20on%20Vercel&format=changelog Web Application Firewall mitigated traffic is free on Vercel Vercel Firewall now waives CDN Requests and Fast Data Transfer for any traffic Web Application Firewall rules deny, challenge, or rate-limit. Vercel has always provided unlimited DDoS mitigation at no https://prismix.dev/news/dcb60cf4d81e 2026-05-20 monthly 0.7 https://prismix.dev/news/7b1b2340fe40 2026-05-20 monthly 0.7 https://prismix.dev/news/905aa88f6ac4 2026-05-20 monthly 0.7 https://storage.ghost.io/c/0f/76/0f76b548-bc58-4f25-abc3-3f5ebca07da4/content/images/size/w1200/2026/05/david-trinks-Vvh_9ooeEZ0-unsplash.jpg The FBI Wants to Buy Nationwide Access to License Plate Readers Article URL: https://www.404media.co/the-fbi-wants-to-buy-nationwide-access-to-license-plate-readers/ Comments URL: https://news.ycombinator.com/item?id=48184350 Points: 201 # Comments: 88 https://prismix.dev/news/8fbea5f2bbba 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/01/GettyImages-2252871842.jpg?w=1024 Anthropic has acquired the dev tools startup used by OpenAI, Google, and Cloudflare Stainless, a New York-based startup, will wind down all hosted products as part of the acquisition. https://prismix.dev/news/274054231540 2026-05-20 monthly 0.7 https://prismix.dev/news/9192d0c06d5e 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!MFU4!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fed9bb76d-6274-4770-8d98-0514a60f076e_1696x2496.jpeg Dating Roundup #12: Sex and Violence No more burying the sex stuff under an avalanche of other stuff so no one notices. https://prismix.dev/news/a278bf42cc98 2026-05-20 monthly 0.7 https://prismix.dev/news/ea089e584b0a 2026-05-20 monthly 0.7 https://prismix.dev/news/1bdea43826c4 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15871/gradient.png Agentic Discovery of Neural Architectures: AIRA-Compose and AIRA-Design Abstract AI agents autonomously design foundation models exceeding standard Transformers through dual frameworks that optimize both architectural search and mechanistic implementation, achieving super https://prismix.dev/news/226195ee3458 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.16143/gradient.png Look Before You Leap: Autonomous Exploration for LLM Agents Abstract Agents trained with standard reinforcement learning exhibit narrow behaviors due to premature exploitation, but systematic exploration training improves adaptability and real-world performanc https://prismix.dev/news/20a81cf949a8 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14212/gradient.png MetaAgent-X : Breaking the Ceiling of Automatic Multi-Agent Systems via End-to-End Reinforcement Learning Abstract MetaAgent-X presents an end-to-end reinforcement learning framework that jointly optimizes automatic multi-agent system design and execution through hierarchical rollout and stagewise co-evol https://prismix.dev/news/bb469e22c4eb 2026-05-20 monthly 0.7 https://discuss.haiku-os.org/uploads/default/optimized/2X/5/5345a61737d0cd39d8490fc19d2efc4be47d4c95_2_1024x822.jpeg Haiku OS runs on M1 Macs now Article URL: https://discuss.haiku-os.org/t/my-haiku-arm64-progress/19044?page=2 Comments URL: https://news.ycombinator.com/item?id=48183579 Points: 219 # Comments: 74 https://prismix.dev/news/c7f6b8c7752b 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!qJ3E!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff715ea7a-acc7-4185-b24e-8465e560fb4a_1206x409.png The AI trial of the century ends with a whimper and so there are some things we will never know https://prismix.dev/news/5d921639066f 2026-05-20 monthly 0.7 https://prismix.dev/news/f5a5b06be6d9 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/JHF_yOfbRzrLsjTJ4tCIGBqU9JYNTpC27M9BtelOonmeweb66YbV65bG5mT5ZqtegsslpBbp-AjjgCgN1bByO2aZeXZGDpluIHkLTdJstEu0CkX2GMI=w1440-h810-n-nu Fast-tracking genetic leads to reverse cellular aging Biologists use Co-Scientist to find novel factors that successfully rejuvenate human cells. https://prismix.dev/news/df4dae7031f8 2026-05-20 monthly 0.7 https://andonlabs.com/andon-fm-blog-og.webp We let AIs run radio stations Hey HN! I'm Lukas from Andon Labs. We let AIs run companies without humans in the loop and report to the public on what can go wrong. Previously, we've done experiments in retail (vending machines, st https://prismix.dev/news/a3e27d749213 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/GettyImages-2276194137-1024x648.jpg Elon Musk took too long to sue OpenAI, jury unanimously agrees Musk plans to appeal after judge immediately affirmed the jury's decision. https://prismix.dev/news/8ebd4f136adc 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12524/gradient.png Stress-Testing the Reasoning Competence of LLMs With Proofs Under Minimal Formalism Abstract ProofGrid presents a benchmark suite for evaluating LLM reasoning through machine-checkable proofs, featuring tasks in proof writing and verification with minimal formal notation and a compar https://prismix.dev/news/afda60614204 2026-05-20 monthly 0.7 https://prismix.dev/news/6f20ad9f82bb 2026-05-20 monthly 0.7 https://prismix.dev/news/e474d78c82b5 2026-05-20 monthly 0.7 https://prismix.dev/news/7ac21835689a 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!WTkG!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F15862d52-7091-4f5d-82b2-a5ef152075f6_1200x800.png How to Think of AI as a Normal Technology Stop worrying about the AI apocalypse https://prismix.dev/news/a2739142706d 2026-05-20 monthly 0.7 https://prismix.dev/news/ac84b4fce694 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/02/elon-musk-world-economic-forum1.jpg?resize=1200,800 Elon Musk has lost his lawsuit against Sam Altman and OpenAI Elon Musk's claim that he was mistreated by his OpenAI cofounders failed after nine California jurors decided in a unanimous verdict that his lawsuits had been filed too late. https://prismix.dev/news/e8ed0461a018 2026-05-20 monthly 0.7 https://prismix.dev/news/8bc510b68f11 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14040/gradient.png Physics-R1: An Audited Olympiad Corpus and Recipe for Visual Physics Reasoning Abstract Three undocumented issues in multimodal-physics evaluation—train-eval contamination, translation drift, and MCQ saturation—are identified through comprehensive auditing, revealing significant https://prismix.dev/news/a8a3bf759a7b 2026-05-20 monthly 0.7 https://ptht05hbb1ssoooe.public.blob.vercel-storage.com/assets/changelog/cursor-composer2.5-og-2400x1200.png Cursor Introduces Composer 2.5 https://twitter.com/cursor_ai/status/2056415413077233983 Comments URL: https://news.ycombinator.com/item?id=48182516 Points: 215 # Comments: 164 https://prismix.dev/news/e04109842c45 2026-05-20 monthly 0.7 https://prismix.dev/news/e1bb46f96c52 2026-05-20 monthly 0.7 https://preview.redd.it/huxhasc4gx1h1.png?width=140&height=84&auto=webp&s=ab7a021d4453799d617cde43a2bb0e3afc5708b5 MLX engine comparison… and oMLX is the top choice. Just stumbled on this blog. A very interesting read if you are picking inference engine. M5 Max 64GB with mlx-community/Qwen3.6-35B-A3B-4bit. The MTPLX in the article use 3.6 27B so it's not apple to https://prismix.dev/news/1efae90797c9 2026-05-20 monthly 0.7 https://prismix.dev/news/7708d4e1b824 2026-05-20 monthly 0.7 https://www.anthropic.com/api/opengraph-illustration?name=Node%20Shapes&backgroundColor=coral Anthropic acquires Stainless Article URL: https://www.anthropic.com/news/anthropic-acquires-stainless Comments URL: https://news.ycombinator.com/item?id=48182281 Points: 200 # Comments: 132 https://prismix.dev/news/7e4a38ff0d09 2026-05-20 monthly 0.7 https://prismix.dev/news/4c9caf07a883 2026-05-20 monthly 0.7 https://prismix.dev/news/a2fc18712801 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2602.09016/gradient.png Raster2Seq: Polygon Sequence Generation for Floorplan Reconstruction Abstract Raster2Seq reconstructs floorplan vector graphics from raster images using sequence-to-sequence modeling with autoregressive decoding guided by learnable anchors for spatial attention. AI-gen https://prismix.dev/news/c9a749a17cd6 2026-05-20 monthly 0.7 https://preview.redd.it/os2dyrbn9x1h1.jpeg?width=640&crop=smart&auto=webp&s=6d278db2c380c7dc3b22022b30ef511e715977ee Qwen cant wait to release 3.7 models   submitted by   /u/GotHereLateNameTaken [link]   [comments] https://prismix.dev/news/1cedf10c196f 2026-05-20 monthly 0.7 https://prismix.dev/news/2a9530d67f4c 2026-05-20 monthly 0.7 https://prismix.dev/news/fc4ec187a092 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/blog/nvidia/cosmos-fine-tuning-for-robot-video-generation.png Fine-Tuning NVIDIA Cosmos Predict 2.5 with LoRA/DoRA for Robot Video Generation Back to Articles Fine-Tuning NVIDIA Cosmos Predict 2.5 with LoRA/DoRA for Robot Video Generation Enterprise + Article Published May 18, 2026 Upvote - Ting-Yun Chang ting-yunc nvidia Miguel Martin migu https://prismix.dev/news/028e4eb8cec2 2026-05-20 monthly 0.7 https://prismix.dev/news/9074ebc5f6fc 2026-05-20 monthly 0.7 https://prismix.dev/news/a6bc9c62a60f 2026-05-20 monthly 0.7 https://prismix.dev/news/37fd3884619e 2026-05-20 monthly 0.7 https://preview.redd.it/m29f8dxh2x1h1.png?width=140&height=55&auto=webp&s=3a07964b7c2ed3874f8fb3f493b7a3ad48f0acf4 HF downloader utility tampermonkey https://greasyfork.org/en/scripts/578741-hf-model-downloader check it out - it will save you from hassle and cognitive load. It's a tampermonkey script that adds a table below huggingface files and gi https://prismix.dev/news/1bf9824d11c3 2026-05-20 monthly 0.7 https://prismix.dev/news/e7d99f29c436 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2506.01015/gradient.png AuralSAM2: Enabling SAM2 Hear Through Pyramid Audio-Visual Feature Prompting Abstract AuralSAM2 integrates audio into SAM2 through an AuralFuser module that generates sparse and dense prompts, enhancing cross-modal influence while maintaining interactive segmentation efficienc https://prismix.dev/news/bdabd04411e0 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14786/gradient.png Known By Their Actions: Fingerprinting LLM Browser Agents via UI Traces Abstract Website tracking systems can identify the underlying large language model powering web browsing agents with high accuracy through behavioral patterns and timing data. AI-generated summary As https://prismix.dev/news/ee755b8e53ce 2026-05-20 monthly 0.7 https://prismix.dev/news/d9a9b8f44bc5 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!mpgE!,w_1200,h_675,c_fill,f_jpg,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7996deeb-6ba0-4267-991f-75c19b7407b0_1024x683.jpeg Garry Tan, the CEO of YC, accused me of unethical reporting Article URL: https://radleybalko.substack.com/p/truth-power-and-honest-journalism Comments URL: https://news.ycombinator.com/item?id=48181041 Points: 275 # Comments: 34 https://prismix.dev/news/0e90042cc61f 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/652b2e9166313ebb6197e706/Bl-qDWU9OfuXZ06hNxZE7.jpeg PaddleOCR 3.5: Running OCR and Document Parsing Tasks with a Transformers Backend Back to Articles PaddleOCR 3.5: Running OCR and Document Parsing Tasks with a Transformers Backend Team Article Published May 18, 2026 Upvote 12 AlexZhang AlexTransformer PaddlePaddle cuicheng ChengCu https://prismix.dev/news/2e770e67c866 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15138/gradient.png Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution Abstract Quantization reverses machine unlearning effects, revealing a fundamental sparsity-permanence tradeoff where parameter updates fall below quantization bin widths, leading to the development o https://prismix.dev/news/dd168d11b72b 2026-05-20 monthly 0.7 https://preview.redd.it/t4hf4x4ruw1h1.png?width=140&height=89&auto=webp&s=14b6c91466d42387f79aa26c9fbab5fad606dca4 Qwen 3.7 droped on Qwen Chat https://preview.redd.it/t4hf4x4ruw1h1.png?width=380&format=png&auto=webp&s=788c8e011e407d3e1aa49d6d4be0a813a75e03df Title   submitted by   /u/Foxiya [link]   [comments] https://prismix.dev/news/78c121a2df8b 2026-05-20 monthly 0.7 https://prismix.dev/news/b5d565c63ce0 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.10302/gradient.png Follow the Mean: Reference-Guided Flow Matching Abstract Flow matching enables controllable generation through example-based adaptation via conditional endpoint mean adjustment, offering training-free and parametric guidance methods for style and c https://prismix.dev/news/f88675530687 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/alexa-podcasts-hero.png?w=1200 Amazon’s new Alexa+ powered feature can generate podcast episodes Amazon’s Alexa+ can now generate custom AI podcasts on demand, as the company expands its assistant into a personalized AI content platform. https://prismix.dev/news/a7f49c269fbf 2026-05-20 monthly 0.7 https://static.inaturalist.org/photos/662161673/large.jpg Glaucous-winged Gull, Brown Pelican, Snowy Egret, Canada Goose Glaucous-winged Gull, Brown Pelican, Snowy Egret, Canada Goose, in Los Angeles River, CA, US I'm heading home from PyCon US today so I went on a last morning walk to try and spot a pelican. I saw one! https://prismix.dev/news/05c3ac402703 2026-05-20 monthly 0.7 https://prismix.dev/news/d623314c04b3 2026-05-20 monthly 0.7 https://prismix.dev/news/7b2aebe01da9 2026-05-20 monthly 0.7 https://prismix.dev/news/2164a2ba38ff 2026-05-20 monthly 0.7 https://prismix.dev/news/5eb6b019170d 2026-05-20 monthly 0.7 https://preview.redd.it/l7wlmlcklw1h1.png?width=640&crop=smart&auto=webp&s=88a243b1cb54ee2e7b659fb11449ab4e719ad216 Benchmarked Kokoro 82M vs Supertonic 3 TTS on CPU Wanted a real head to head on the two TTS models that actually run well on CPU. Couldn't find one with proper numbers, so I ran one. Posting because the result was not what I expected going in. Quick https://prismix.dev/news/ed2acf02cfe7 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/5fc0292de45c5468456e022b/CpwVutMu5EiniBliQ9RXs.png The Open Agent Leaderboard Back to Articles The Open Agent Leaderboard Enterprise Article Published May 18, 2026 Upvote 1 Elron Bandel Elron ibm-research How good are general purpose AI agents? We built an open evaluation frame https://prismix.dev/news/3082e046f51e 2026-05-20 monthly 0.7 https://prismix.dev/news/632fa85e55b1 2026-05-20 monthly 0.7 https://prismix.dev/news/b024adfd47b8 2026-05-20 monthly 0.7 https://prismix.dev/news/4c76c080d45d 2026-05-20 monthly 0.7 https://preview.redd.it/whwji560fw1h1.png?width=140&height=80&auto=webp&s=e3dcd77bb97df3105d8b1114d9562aa7e7ba87ca Reviving PapersWithCode (by Hugging Face) [P] Hi, Niels here from the open-source team at Hugging Face. Like many others, I was a huge fan of paperswithcode. Sadly, that website is no longer maintained after its acquisition by Meta. Hence, I've b https://prismix.dev/news/4c9b12981d46 2026-05-20 monthly 0.7 https://prismix.dev/news/f505d7638bdd 2026-05-20 monthly 0.7 https://opengraph.githubassets.com/5f9ebb132e475da81711e48fc6f2cf492b7db4c860fd00ea806f807ef83fc4af/zakirullin/files.md Show HN: Files.md – Open-source alternative to Obsidian Article URL: https://github.com/zakirullin/files.md Comments URL: https://news.ycombinator.com/item?id=48179677 Points: 208 # Comments: 121 https://prismix.dev/news/42dbb220f448 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!3yYS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258.png Import AI 457: AI stuxnet; cursed Muon optimizer; and positive alignment Welcome to Import AI, a newsletter about AI research. https://prismix.dev/news/fb4eec457104 2026-05-20 monthly 0.7 https://prismix.dev/news/f8cb7db8b41d 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2020/03/bugs.jpg Bug bounty businesses bombarded with AI slop "Never-ending" AI slop strains corporate hacking reward schemes. https://prismix.dev/news/36911bbfc96d 2026-05-20 monthly 0.7 https://prismix.dev/news/355cde776bc2 2026-05-20 monthly 0.7 https://preview.redd.it/8hug0ul58w1h1.png?width=640&crop=smart&auto=webp&s=29e477117e5f11a5a5021edbceb6b8dfc93b0790 I tested 42 LLMs on their willingness to build the apocalypse. The "safest" closed-source models are lying to you. DystopiaBench runs 36 escalating scenarios across 6 dystopia types: Petrov: Autonomous weapons, nuclear override Orwell: Mass surveillance, truth manipulation Huxley: Behavioral conditioning, pleasure https://prismix.dev/news/65b6d1d5ce0d 2026-05-20 monthly 0.7 https://prismix.dev/news/5c3ecd9179b2 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2604.09839/gradient.png Steered LLM Activations are Non-Surjective Abstract Activation steering in language models creates internal states that cannot be replicated through standard textual prompts, demonstrating a fundamental distinction between white-box and black- https://prismix.dev/news/7d50b28444b0 2026-05-20 monthly 0.7 https://prismix.dev/news/a989fc4909e3 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15592/gradient.png Efficient Image Synthesis with Sphere Latent Encoder Abstract A decoupled framework for few-step image generation that improves efficiency and performance by separating pixel-space operations from latent denoising training. AI-generated summary Few-step https://prismix.dev/news/99a380391302 2026-05-20 monthly 0.7 https://prismix.dev/news/e28c059586fd 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15961/gradient.png Sparse Autoencoders enable Robust and Interpretable Fine-tuning of CLIP models Abstract SAE-FT enables robust fine-tuning of vision-language models by regularizing visual representations through sparse autoencoder constraints, maintaining performance while improving robustness a https://prismix.dev/news/8792b6ca283e 2026-05-20 monthly 0.7 https://prismix.dev/news/39efe0d9a12c 2026-05-20 monthly 0.7 https://prismix.dev/news/18a3ffd1edb3 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.05945/gradient.png MobileEgo Anywhere: Open Infrastructure for long horizon egocentric data on commodity hardware Abstract A mobile-based framework for collecting long-duration egocentric robot data using smartphone sensors, enabling large-scale training of vision-language-action models. AI-generated summary The https://prismix.dev/news/9f0e3cac572d 2026-05-20 monthly 0.7 https://opengraph.githubassets.com/83e8b717a8429e555f3e4f74e21915006117964916586390600418dbce2a24ff/stephenlthorn/auto-identity-remove Show HN: Auto-identity-remove – Automated data broker opt-out runner for macOS Article URL: https://github.com/stephenlthorn/auto-identity-remove Comments URL: https://news.ycombinator.com/item?id=48178184 Points: 282 # Comments: 112 https://prismix.dev/news/172da03ba49a 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15320/gradient.png FFAvatar: Few-Shot, Feed-Forward, and Generalizable Avatar Reconstruction Abstract FFAvatar enables fast, high-quality 3D head avatar reconstruction from few unposed images using a feed-forward approach with multi-view fusion and end-to-end FLAME parameter prediction. AI-ge https://prismix.dev/news/10f434c0ff69 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15375/gradient.png ChangeFlow -- Latent Rectified Flow for Change Detection in Remote Sensing Abstract ChangeFlow presents a generative framework for remote sensing change detection that synthesizes change masks in latent space using rectified flow, achieving improved accuracy and robustness t https://prismix.dev/news/55633f0b6e93 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2024/05/GettyImages-1446311598.jpg?resize=1200,800 South Korea’s LetinAR is building optics behind AI glasses A lens the size of a thumbnail — and the South Korean startup that makes it could become the optical backbone of the AI glasses era. https://prismix.dev/news/584521a82361 2026-05-20 monthly 0.7 https://media-cldnry.s-nbcnews.com/image/upload/t_nbcnews-fp-1200-630,f_auto,q_auto:best/rockcms/2026-05/260517-Eric-Schmidt-vl-358p-b8fb07.jpg Eric Schmidt speech about AI booed during graduation Article URL: https://www.nbcnews.com/tech/tech-news/former-google-ceo-booed-graduation-speech-ai-rcna345585 Comments URL: https://news.ycombinator.com/item?id=48177785 Points: 242 # Comments: 218 https://prismix.dev/news/fe5a2a37f823 2026-05-20 monthly 0.7 https://prismix.dev/news/0d69a440e435 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15597/gradient.png CM-EVS: Sparse Panoramic RGB-D-Pose Data for Complete Scene Coverage Abstract Modern 3D visual learning relies on observations sampled from metric 3D assets, yet existing scans, meshes, point clouds, simulations, and reconstructions do not directly provide a sparse, co https://prismix.dev/news/a34b9e24ad22 2026-05-20 monthly 0.7 https://prismix.dev/news/845ff61e3d51 2026-05-20 monthly 0.7 https://prismix.dev/news/b169d8ea2714 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15250/gradient.png GQLA: Group-Query Latent Attention for Hardware-Adaptive Large Language Model Decoding Abstract Group-Query Latent Attention (GQLA) enables efficient inference across different hardware by exposing multiple decoding paths from a single set of trained weights, supporting both high-perfor https://prismix.dev/news/650ee40d1f51 2026-05-20 monthly 0.7 https://stratechery.com/wp-content/uploads/2026/05/datacenter-1.png Data Center Discontent, Understanding the Opposition, Fixing the Problem There are understandable reasons for people to oppose data centers; the only solution that will work is simply paying them off. https://prismix.dev/news/6f1209c6c0e0 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/5Vi44l4igoSqwDNd61kcp1/b54c8eba46a2c6ca722c3ec6b8e75498/16_9_Partnerships_Template.png?w=1600&h=900&fit=fill OpenAI and Dell partner to bring Codex to hybrid and on-premise enterprise environments OpenAI and Dell partner to bring Codex to hybrid and on-premise environments, helping enterprises deploy AI coding agents securely across data and workflows. https://prismix.dev/news/34474d196d12 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13740/gradient.png Learning POMDP World Models from Observations with Language-Model Priors Abstract Pinductor uses language model priors to efficiently learn POMDP models from limited observation-action data, matching performance of methods with privileged hidden state access while outperfo https://prismix.dev/news/eeaf0e00936b 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12058/gradient.png Hölder Policy Optimisation Abstract Group Relative Policy Optimisation (GRPO) enhances large language models by estimating advantages across a group of sampled trajectories. However, mapping these trajectory-level advantages to https://prismix.dev/news/f6081117915e 2026-05-20 monthly 0.7 https://prismix.dev/news/e9283bd915d1 2026-05-20 monthly 0.7 https://preview.redd.it/6tbjhroh5v1h1.png?width=640&crop=smart&auto=webp&s=efd7ca32d11c9367af9b3797eec2f2a3cdc5f96c New models when? Forecasting release date. After the recent releases, there's almost a sense of emptiness. When do you think new models will be released? Looking at the chart, it's between the end of May and the beginning of June, but... I don https://prismix.dev/news/a5c4303b3ab2 2026-05-20 monthly 0.7 https://prismix.dev/news/7f60aeb38300 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12882/gradient.png CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence Abstract CiteVQA introduces a benchmark for document vision-language models that evaluates both answer accuracy and correct citation of supporting evidence, revealing significant attribution hallucina https://prismix.dev/news/c468b9ea9e0c 2026-05-20 monthly 0.7 https://prismix.dev/news/2b38e5105e69 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.02290/gradient.png Distilling Long-CoT Reasoning through Collaborative Step-wise Multi-Teacher Decoding Abstract CoRD is a collaborative multi-teacher decoding framework that synthesizes reasoning trajectories through predictive perplexity scoring and beam search, enabling efficient distillation of larg https://prismix.dev/news/c3cce52ed915 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11739/gradient.png Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation Abstract On-policy distillation efficiency arises from early establishment of stable update trajectories, with findings leading to a plug-and-play acceleration method achieving 3x training speedup. AI https://prismix.dev/news/62179aabc047 2026-05-20 monthly 0.7 https://prismix.dev/news/9187b90be530 2026-05-20 monthly 0.7 https://prismix.dev/news/a28650019193 2026-05-20 monthly 0.7 https://prismix.dev/news/614a93b969b5 2026-05-20 monthly 0.7 https://preview.redd.it/ibtta0vvcu1h1.png?width=640&crop=smart&auto=webp&s=7b1cffaf7c760b3a6fb7a77666a70f03b3bfdc65 I built a coding agent that gets 87% on benchmarks with a 4B parameter model, here's how I was frustrated that every coding agent (OpenCode, Cursor, Claude Code) assumes you're running GPT-5.4 or Claude Opus. If you try them with a local model like Gemma or Qwen they fall apart. I find th https://prismix.dev/news/3f418ab3f4df 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15298/gradient.png PhysBrain 1.0 Technical Report Abstract PhysBrain 1.0 leverages human egocentric video to generate physical commonsense supervision for vision-language-action models, achieving state-of-the-art performance in embodied control tasks https://prismix.dev/news/468e90482425 2026-05-20 monthly 0.7 https://prismix.dev/news/2c6d0afc7fd0 2026-05-20 monthly 0.7 https://prismix.dev/news/ee786bb5ed6e 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15181/gradient.png From Plans to Pixels: Learning to Plan and Orchestrate for Open-Ended Image Editing Abstract An experiential framework for long-horizon image editing that couples planning with reward-driven execution to improve coherence and reliability of complex multi-step edits. AI-generated summ https://prismix.dev/news/c6f7606741ff 2026-05-20 monthly 0.7 https://prismix.dev/news/dd1ea0a83607 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png AgentStop: Terminating Local AI Agents Early to Save Energy in Consumer Devices arXiv:2605.15206v1 Announce Type: new Abstract: Autonomous agents powered by large language models (LLMs) are increasingly used to automate complex, multi-step tasks such as coding or web-based questi https://prismix.dev/news/43d639f507f4 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png TeamTR: Trust-Region Fine-Tuning for Multi-Agent LLM Coordination arXiv:2605.15207v1 Announce Type: new Abstract: Multi-agent LLM systems have shown promise for complex reasoning, yet recent evaluations reveal they often underperform single-model baselines. We ident https://prismix.dev/news/4d38c818a893 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Quantization Undoes Alignment: Bias Emergence in Compressed LLMs Across Models and Precision Levels arXiv:2605.15208v1 Announce Type: new Abstract: Large Language Models are routinely compressed via post-training quantization to reduce inference costs and memory footprint for cloud and edge deployme https://prismix.dev/news/804e2c43e0ef 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Mask-Morph Graph U-Net: A Generalisable Mesh-Based Surrogate for Crashworthiness Field Prediction under Large Geometric Variation arXiv:2605.15231v1 Announce Type: new Abstract: Nonlinear finite element crash simulations are accurate but computationally expensive, limiting their use in iterative design optimisation. Machine-lear https://prismix.dev/news/61b2c6fd008b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png MuteBench: Modality Unavailability Tolerance Evaluation for Incomplete Multimodal Fusion arXiv:2605.15235v1 Announce Type: new Abstract: Multimodal physiological data powers clinical AI systems from intensive care units to wearable devices, but sensors routinely fail in practice. Two fail https://prismix.dev/news/4e6152f98c7d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Reducing the Safety Tax in LLM Safety Alignment with On-Policy Self-Distillation arXiv:2605.15239v1 Announce Type: new Abstract: Safety alignment often improves robustness to harmful queries at the cost of reasoning ability, a tradeoff known as the safety tax. A common cause is di https://prismix.dev/news/596ec7319c3a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Logical Grammar Induction via Graph Kolmogorov Complexity: A Neuro-Symbolic Framework for Self-Healing Clinical Data Integrity arXiv:2605.15242v1 Announce Type: new Abstract: The reliability of Healthcare Information Systems (HIS) is frequently compromised by human-induced data entry errors, which existing statistical anomaly https://prismix.dev/news/8e3405b9d30c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Reading the Cell, Designing the Cure: Perturbation-Conditioned Molecular Diffusion for Function-Oriented Drug Design arXiv:2605.15243v1 Announce Type: new Abstract: When reliable target structures are unavailable at scale or phenotypes arise from dysregulated pathways, transcriptomic perturbations provide a system-l https://prismix.dev/news/3babe1da29d5 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Privacy Evaluation of Generative Models for Trajectory Generation arXiv:2605.15246v1 Announce Type: new Abstract: Trajectory data is fundamental to modern urban intelligence, yet its sensitivity raises significant privacy concerns. Generative models such as Generati https://prismix.dev/news/6548dea4bc03 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png GQLA: Group-Query Latent Attention for Hardware-Adaptive Large Language Model Decoding arXiv:2605.15250v1 Announce Type: new Abstract: Multi-head Latent Attention (MLA), the attention used in DeepSeek-V2/V3, jointly compresses keys and values into a low-rank latent and matches the H100 https://prismix.dev/news/079b34652b8a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PDRNN: Modular Data-driven Pedestrian Dead Reckoning on Loosely Coupled Radio- and Inertial-Signalstreams arXiv:2605.15252v1 Announce Type: new Abstract: Modern pedestrian dead reckoning (PDR) systems rely on fusing noisy and biased estimates of position, velocity, and calibrated orientation derived from https://prismix.dev/news/dbd09a605db1 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Position: Ideas Should be the Center of Machine Learning Research arXiv:2605.15253v1 Announce Type: new Abstract: Machine learning research increasingly bifurcates into two disconnected modes: benchmark-driven engineering that prioritizes metrics over understanding, https://prismix.dev/news/b7e05ac69984 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Curriculum Learning of Physics-Informed Neural Networks based on Spatial Correlation arXiv:2605.15254v1 Announce Type: new Abstract: Physics-Informed Neural Networks (PINNs) combine deep learning with physical constraints for solving partial differential equations (PDEs), and are wide https://prismix.dev/news/9bb1cd4ddb3a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Training on Documents About Monitoring Leads to CoT Obfuscation arXiv:2605.15257v1 Announce Type: new Abstract: Chain-of-thought (CoT) monitoring is one of the most promising tools we have for detecting model misbehavior, but its effectiveness depends on models fa https://prismix.dev/news/ffef9b2b2013 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Tadpole: Autoencoders as Foundation Models for 3D PDEs with Online Learning arXiv:2605.15284v1 Announce Type: new Abstract: We introduce Tadpole, a novel foundation model for three-dimensional partial differential equations (PDEs) that addresses key challenges in transferabil https://prismix.dev/news/95fd09d4e3b3 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Universal Approximation of Nonlinear Operators and Their Derivatives arXiv:2605.15285v1 Announce Type: new Abstract: Derivative-Informed Operator Learning (DIOL), i.e. learning a (nonlinear) operator and its derivatives, is an open research frontier at the foundations https://prismix.dev/news/8e950934b129 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png GQA-{\mu}P: The maximal parameterization update for grouped query attention arXiv:2605.15290v1 Announce Type: new Abstract: Hyperparameter transfer across model architectures dramatically reduces the amount of compute necessary for tuning large language models (LLMs). The max https://prismix.dev/news/259d30e94aa6 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png GESD: Beyond Outcome-Oriented Fairness arXiv:2605.15295v1 Announce Type: new Abstract: Machine learning (ML) algorithms are increasingly deployed in high-stakes decision-making domains such as loan approvals, hiring, and recidivism predict https://prismix.dev/news/c3973b784ace 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png How Data Augmentation Shapes Neural Representations arXiv:2605.15306v1 Announce Type: new Abstract: Data augmentation is widely recognized for improving generalization in deep networks, yet its impact on the geometry of learned representations remains https://prismix.dev/news/e9a774fd01bf 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Time-Varying Deep State Space Models for Sequences with Switching Dynamics arXiv:2605.15311v1 Announce Type: new Abstract: The identification and modeling of time-varying systems is a fundamental challenge in signal processing and system identification. To address this chall https://prismix.dev/news/5249c1b2dacd 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Beyond Bounded Variance: Variance-Reduced Normalized Methods for Nonconvex Optimization under Blum-Gladyshev Noise arXiv:2605.15314v1 Announce Type: new Abstract: We study nonconvex stochastic optimization under the Blum-Gladyshev ($\mathsf{BG}$-0) noise model, where the stochastic gradient variance grows quadrati https://prismix.dev/news/4ebfad6c6466 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From Weight Perturbation to Feature Attribution for Explaining Fully Connected Neural Networks arXiv:2605.15328v1 Announce Type: new Abstract: Fully Connected Neural Networks (FCNNs) are often regarded as simple and intuitive architectures, yet they serve as the foundation for more complex mode https://prismix.dev/news/1fbcb7ad1245 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From I/O to Code with Discovery Agent arXiv:2605.15334v1 Announce Type: new Abstract: The automatic synthesis of a program from any form of specification is regarded as a holy grail of computer science. Fueled by LLMs, NL2Code has achieve https://prismix.dev/news/7b492fead6d6 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Bounded-Rationality, Hedging, and Generalization arXiv:2605.15340v1 Announce Type: new Abstract: A learner does not only fit data; it also determines how strongly the training sample may shape its output and how much distortion it can hedge. We stud https://prismix.dev/news/62b735c5213b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png LEAP: Trajectory-Level Evaluation of LLMs in Iterative Scientific Design arXiv:2605.15341v1 Announce Type: new Abstract: LLMs are increasingly deployed in autonomous laboratories, under the assumption that their domain priors and reasoning over iterative feedback let them https://prismix.dev/news/53b9035a5ed8 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PACER: Acyclic Causal Discovery from Large-Scale Interventional Data arXiv:2605.15353v1 Announce Type: new Abstract: Inferring the structure of directed acyclic graphs (DAGs) from data is a central challenge in causal discovery, particularly in modern high-dimensional https://prismix.dev/news/ccae276f76cd 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Controllable Molecular Generative Foundation Models arXiv:2605.15354v1 Announce Type: new Abstract: Despite the success of foundation models in language and vision, molecular graph generation still lacks a unified framework for heterogeneous design tas https://prismix.dev/news/7828ca8c9ec6 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Federated Learning of Spiking Neural Networks under Heterogeneous Temporal Resolutions arXiv:2605.15355v1 Announce Type: new Abstract: Spiking neural networks (SNNs) are biologically inspired energy-efficient models that use sparse binary spike-based communication between neurons, makin https://prismix.dev/news/7ea4f2457f07 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PRB-RUPFormer: A Recursive Unified Probabilistic Transformer for Residual PRB Forecasting arXiv:2605.15363v1 Announce Type: new Abstract: Accurate forecasting of residual Physical Resource Blocks (PRBs) is critical for proactive network slice provisioning, energy-efficient operation, and s https://prismix.dev/news/96836bf052d7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Is One Score Enough? Rethinking the Evaluation of Sequentially Evolving LLM Memory arXiv:2605.15384v1 Announce Type: new Abstract: Memory plays a central role in enabling large language models (LLMs) to operate over sequential tasks by accumulating and reusing experience over time. https://prismix.dev/news/9a7dd1887bd0 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Unified High-Probability Analysis of Stochastic Variance-Reduced Estimation arXiv:2605.15388v1 Announce Type: new Abstract: Stochastic estimators are fundamental to large-scale optimization, where population quantities must be inferred from noisy oracle observations. Although https://prismix.dev/news/a3cd743f6f00 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png LPDS: Evaluating LLM Robustness Through Logic-Preserving Difficulty Scaling arXiv:2605.15393v1 Announce Type: new Abstract: As large language models (LLMs) are increasingly deployed to perform tasks with minimal human oversight, it is crucial that these models operate robustl https://prismix.dev/news/803378e76100 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Representation Without Reward: A JEPA Audit for LLM Fine-Tuning arXiv:2605.15394v1 Announce Type: new Abstract: Joint-embedding predictive architectures (JEPAs) propose that a model should learn more useful abstractions when trained to predict latent representatio https://prismix.dev/news/6b74ca57f12d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Breakeven complexity: A new perspective on neural partial differential equation solvers arXiv:2605.15399v1 Announce Type: new Abstract: Neural surrogate solvers of partial differential equations (PDEs) promise dramatic speedups over numerical methods, especially in scenarios requiring ma https://prismix.dev/news/9eceeac47818 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png $\phi$-Balancing for Mixture-of-Experts Training arXiv:2605.15403v1 Announce Type: new Abstract: Mixture-of-Experts (MoE) models rely on balanced expert utilization to fully realize their scalability. However, existing load-balancing methods are lar https://prismix.dev/news/52cea152b8c1 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Transformer Scalability Crisis: The First Comprehensive Empirical Analysis of Performance Walls in Modern Language Models arXiv:2605.15413v1 Announce Type: new Abstract: Despite the remarkable success of transformer architectures in natural language processing, their scalability limitations remain poorly understood throu https://prismix.dev/news/13c8b8af84b9 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Margin-Adaptive Confidence Ranking for Reliable LLM Judgement arXiv:2605.15416v1 Announce Type: new Abstract: Jung et al. (2025) introduce a hypothesis testing framework for guaranteeing agreement between large language models (LLMs) and human judgments, relying https://prismix.dev/news/72b14b1baaca 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png $f$-Trajectory Balance: A Loss Family for Tuning GFlowNets, Generative Models, and LLMs with Off- and On-Policy Data arXiv:2605.15417v1 Announce Type: new Abstract: In GFlowNets and variational inference, it has been shown that the mean square error between target and model log probabilities is an effective, low var https://prismix.dev/news/79f7f66bc91e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Lagrangian Flow Matching: A Least-Action Framework for Principled Path Design arXiv:2605.15419v1 Announce Type: new Abstract: Flow matching trains a neural velocity field by regression against a target velocity associated with a prescribed probability path connecting a simple i https://prismix.dev/news/57f4a56e2bca 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png DualKV: Shared-Prompt Flash Attention for Efficient RL Training with Large Rollouts and Long Contexts arXiv:2605.15422v1 Announce Type: new Abstract: Modern RL post-training methods such as GRPO and DAPO train on $N$ response sequences of $R$ tokens sampled from a shared prompt of $P$ tokens, but stan https://prismix.dev/news/a0e60af406c0 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Spectral Priors vs. Attention: Investigating the Utility of Attention Mechanisms in EEG-Based Diagnosis arXiv:2605.15433v1 Announce Type: new Abstract: Electroencephalograph (EEG) timeseries signals are characterized by significant noise and coarse spatial resolution, which complicates the classificatio https://prismix.dev/news/25935cd1889b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png On the Stability of Growth in Structural Plasticity arXiv:2605.15435v1 Announce Type: new Abstract: Standard deep-learning pipelines usually choose the network architecture before training and keep it fixed throughout optimization. In contrast, a model https://prismix.dev/news/2589be9d4006 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Don't Stop Me Yet: Sampling Loss Minima via Dissipative Riemannian Mechanics arXiv:2605.15459v1 Announce Type: new Abstract: The minima of modern neural network loss functions are typically not isolated, rather they form connected components of reparameterization invariant sol https://prismix.dev/news/425e8ffdac91 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png DrugSAGE:Self-evolving Agent Experience for Efficient State-of-the-Art Drug Discovery arXiv:2605.15461v1 Announce Type: new Abstract: Building state-of-the-art (SOTA) predictive models for drug discovery requires expensive search over tools, architectures, and training strategies. Curr https://prismix.dev/news/b1343b07338b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Layer-wise Derivative Controlled Networks arXiv:2605.15463v1 Announce Type: new Abstract: As machine learning models grow in complexity, they increasingly struggle with three conflicting demands: the need for high accuracy, the requirement fo https://prismix.dev/news/55cff74ff521 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png GRLO: Towards Generalizable Reinforcement Learning in Open-Ended Environments from Zero arXiv:2605.15464v1 Announce Type: new Abstract: Post-training has become a crucial step for unlocking the capabilities of large language models, with reinforcement learning (RL) emerging as a critical https://prismix.dev/news/9c0dae07a416 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Toward World Modeling of Physiological Signals with Chaos-Theoretic Balancing and Latent Dynamics arXiv:2605.15465v1 Announce Type: new Abstract: Physiological time series signals reflect complex, multi-scale dynamical processes of the human body. Existing modeling studies focus on static tasks su https://prismix.dev/news/e560cea5cf14 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting arXiv:2605.15470v1 Announce Type: new Abstract: Ocean dynamics are inherently chaotic, yet existing machine learning ocean models produce only deterministic forecasts. We introduce Njord, a probabilis https://prismix.dev/news/f34f69480553 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Learning Normalized Energy Models for Linear Inverse Problems arXiv:2605.15487v1 Announce Type: new Abstract: Generative diffusion models can provide powerful prior probability models for inverse problems in imaging, but existing implementations suffer from two https://prismix.dev/news/ec1a1c87006a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SurvivalPFN: Amortizing Survival Prediction via In-Context Bayesian Inference arXiv:2605.15488v1 Announce Type: new Abstract: Survival analysis provides a powerful statistical framework for modeling time-to-event outcomes in the presence of censoring. However, selecting an appr https://prismix.dev/news/a188282a579c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Ghosted Layers: Unconstrained Activation Alignment for Recovering Layer-Pruned LLMs arXiv:2605.15491v1 Announce Type: new Abstract: Layer pruning removes entire Transformer decoder blocks from large language models, but introduces a mismatch between the hidden state received by the n https://prismix.dev/news/ba3bf2efe86c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Learning with Conflicts of Interest arXiv:2605.15504v1 Announce Type: new Abstract: Financial, social, and political factors often prevent the interests of the owners of ML systems and services and their users from being perfectly align https://prismix.dev/news/ce3ace0961f8 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png STS: Efficient Sparse Attention with Speculative Token Sparsity arXiv:2605.15508v1 Announce Type: new Abstract: The quadratic complexity of attention imposes severe memory and computational bottlenecks on Large Language Model (LLM) inference. This challenge is par https://prismix.dev/news/80952d964d77 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png parallelcbf: A composable safety-filter and auditability framework for tensor-parallel reinforcement learning arXiv:2605.15509v1 Announce Type: new Abstract: While Isaac Lab provides massive parallel UAV simulation, OmniSafe and safe-control-gym provide constrained-RL benchmarks, and CBFKit provides control-b https://prismix.dev/news/a9ad9b03b17a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png OgBench: A Framework for Evaluating Graph Neural Networks on Omics Data arXiv:2605.15511v1 Announce Type: new Abstract: Graph Neural Networks (GNNs) have become the dominant framework for inductive graph-level learning. Yet most benchmarks focus on the regime $n \gg p$, w https://prismix.dev/news/2db6b2ccc2b3 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png On the Fragility of Data Attribution When Learning Is Distributed arXiv:2605.15520v1 Announce Type: new Abstract: Data attribution has become an important component of pricing, auditing, and governance in machine learning pipelines, yet most attribution methods impl https://prismix.dev/news/8758c0079e15 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Neural Point-Forms arXiv:2605.15524v1 Announce Type: new Abstract: Point cloud learning often rests on the premise that observed samples are noisy traces of an underlying geometric object, such as a manifold embedded in https://prismix.dev/news/7d417be150d1 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Rethinking Neural Network Learning Rates: A Stackelberg Perspective arXiv:2605.15530v1 Announce Type: new Abstract: Neural networks are typically trained with a single learning rate across all layers. While recent empirical evidence suggests that assigning layer-speci https://prismix.dev/news/96e9bdc94ed0 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png DeltaPrompts: Escaping the Zero-Delta Trap in Multimodal Distillation arXiv:2605.15532v1 Announce Type: new Abstract: Distillation enables compact Vision-Language Models (VLMs) to obtain strong reasoning capabilities, yet the prompts driving this process are typically c https://prismix.dev/news/066509f4a7bd 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models arXiv:2605.15549v1 Announce Type: new Abstract: The demand for clean energy is ever increasing, with new nuclear technologies presenting a complementary solution to renewable energies. However, design https://prismix.dev/news/ea5e64bcc831 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Characterizing Learning in Deep Neural Networks using Tractable Algorithmic Complexity Analysis arXiv:2605.15551v1 Announce Type: new Abstract: Training large-scale deep neural networks (DNNs) is resource-intensive, making model compression a practical necessity. The widely accepted ''learning a https://prismix.dev/news/c27d326538f1 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png CrystalBoltz: End-to-End Protein Structure Determination via Experiment-Guided Diffusion for X-Ray Crystallography arXiv:2605.15564v1 Announce Type: new Abstract: Generative models trained on public databases of protein structures, most of which have been determined by X-ray crystallography, now provide powerful p https://prismix.dev/news/7d289c7a97b3 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png AstraFlow: Dataflow-Oriented Reinforcement Learning for Agentic LLMs arXiv:2605.15565v1 Announce Type: new Abstract: Reinforcement learning (RL) is increasingly used to improve the reasoning, coding, and tool-use capabilities of large language models, but agentic RL re https://prismix.dev/news/a4c79303913e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Gaussian Relational Graph Transformer arXiv:2605.15575v1 Announce Type: new Abstract: Relational graph learning models relational databases as graphs and has demonstrated superior performance on a wide range of relational predictive tasks https://prismix.dev/news/3d2259a89e77 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Embracing Biased Transition Matrices for Complementary-Label Learning with Many Classes arXiv:2605.15586v1 Announce Type: new Abstract: Complementary-label learning (CLL) is a weakly supervised paradigm where instances are labeled with classes they do not belong to. Despite a decade of r https://prismix.dev/news/740d6cc03fc1 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Offline Reinforcement Learning with Universal Horizon Models arXiv:2605.15603v1 Announce Type: new Abstract: Model-based reinforcement learning (RL) offers a compelling approach to offline RL by enabling value learning on imagined on-policy trajectories. Howeve https://prismix.dev/news/4360a3b421ae 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Transformer-like Inference from Optimal Control arXiv:2605.15608v1 Announce Type: new Abstract: Decoder-only transformers compute the conditional probability of the next token from a sequence of past observations. This paper derives, from first pri https://prismix.dev/news/adef11bae857 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Position: Zeroth-Order Optimization in Deep Learning Is Underexplored, Not Underpowered arXiv:2605.15622v1 Announce Type: new Abstract: Zeroth-order (ZO) optimization, learning from finite differences of function evaluations without backpropagation, has recently regained attention in dee https://prismix.dev/news/2cc318e0facd 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png IO-SVD: Input-Output Whitened SVD for Adaptive-Rank LLM Compression arXiv:2605.15626v1 Announce Type: new Abstract: Large language models deliver strong performance across language and reasoning tasks, but their storage and compute costs remain major barriers to deplo https://prismix.dev/news/731e9207fd0a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Perforated Neural Networks for Keyword Spotting arXiv:2605.15647v1 Announce Type: new Abstract: Edge machine learning presents a unique set of constraints not encountered in cloud-scale model deployment: strict memory budgets, limited compute, and https://prismix.dev/news/2b0fe348fc0a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Towards Code-Oriented LM Embeddings for Surrogate-Assisted Neural Architecture Search arXiv:2605.15649v1 Announce Type: new Abstract: Developing effective surrogates (performance predictors) for Neural Architecture Search (NAS) typically requires expensive fine-tuning or the engineerin https://prismix.dev/news/f28f6dfda739 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Sharp Spectral Thresholds for Logit Fixed Points arXiv:2605.15651v1 Announce Type: new Abstract: Softmax feedback systems are a common mathematical core of entropy-regularized reinforcement learning, logit game dynamics, population choice, and mean- https://prismix.dev/news/173814005f20 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png On the Power of Adaptivity for $\varepsilon$-Best Arm Identification in Linear Bandits arXiv:2605.15663v1 Announce Type: new Abstract: We study the minimax sample complexity of $\varepsilon$-best arm identification in linear bandits. Given a compact action set $\mathcal{X}$ that spans $ https://prismix.dev/news/14925f4b819e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Rule2DRC: Benchmarking LLM Agents for DRC Script Synthesis with Execution-Guided Test Generation arXiv:2605.15669v1 Announce Type: new Abstract: Manufacturable chip layouts must satisfy thousands of geometry-based design rules, and design rule checking (DRC) enforces them by running executable DR https://prismix.dev/news/df86781f7685 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Interaction-Aware Influence Functions for Group Attribution arXiv:2605.15675v1 Announce Type: new Abstract: Influence functions approximate how removing a training example changes a quantity of interest, called the target function, such as a held-out loss. To https://prismix.dev/news/11ef1a3443c0 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png FRWKV+: Adaptive Periodic-Position Branch Interaction for Frequency-Space Linear Time Series Forecasting arXiv:2605.15690v1 Announce Type: new Abstract: Long-term time series forecasting is essential for decision making in energy, finance, transportation, and healthcare systems. Recent lightweight foreca https://prismix.dev/news/e5f85886109c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SEED: Targeted Data Selection by Weighted Independent Set arXiv:2605.15691v1 Announce Type: new Abstract: Data selection seeks to identify a compact yet informative subset from large-scale training corpora, balancing sample quality against collection diversi https://prismix.dev/news/06b63350ec9e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Tighter Regret Bounds for Contextual Action-Set Reinforcement Learning arXiv:2605.15692v1 Announce Type: new Abstract: We study episodic reinforcement learning with fixed reward and transition functions, but with episode-dependent admissible action sets that are observed https://prismix.dev/news/4e8b6381fc6a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Going Beyond the Edge: Distributed Inference of Transformer Models on Ultra-Low-Power Wireless Devices arXiv:2605.15694v1 Announce Type: new Abstract: Transformer models are rapidly becoming a cornerstone of modern Internet of Things (IoT) applications, yet their computational and memory demands far ex https://prismix.dev/news/f589252f22ea 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png AGOP-IxG: A Gradient Covariance Filter for Local Feature Attribution on Tabular Data, with a Controlled Benchmark arXiv:2605.15700v1 Announce Type: new Abstract: Automated machine learning pipelines increasingly produce models whose predictions must be explained to end users, auditors, and downstream decision sys https://prismix.dev/news/4ddb1117990d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Differentiable Mixture-of-Agents Incentivizes Swarm Intelligence of Large Language Models arXiv:2605.15706v1 Announce Type: new Abstract: Recent advances in Large Language Models (LLMs) have catalyzed the development of multi-agent systems (MAS) for complex reasoning tasks. However, existi https://prismix.dev/news/4aa57b31f036 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Bidirectional Fusion Guided by Cardiac Patterns for Semi-Supervised ECG Segmentation arXiv:2605.15722v1 Announce Type: new Abstract: Accurate delineation of electrocardiogram (ECG), the segmentation of meaningful waveform features, is crucial for cardiovascular diagnostics. However, t https://prismix.dev/news/51749705219d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png GOMA: Toward Structure-Driven Multimodal Alignment from a Graph Signal Smoothing Perspective arXiv:2605.15723v1 Announce Type: new Abstract: Multimodal alignment is commonly learned from isolated image-text pairs via CLIP-style dual encoders, leaving the relational context among entities larg https://prismix.dev/news/d05455befa51 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Unified Perturbation Framework for Analyzing Leaderboard Stability and Manipulation arXiv:2605.15761v1 Announce Type: new Abstract: Evaluation leaderboards such as LMArena play a central role in benchmarking large language models by aggregating pairwise human preferences into model r https://prismix.dev/news/65ac87b1c30b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Continual Learning of Domain-Invariant Representations arXiv:2605.15775v1 Announce Type: new Abstract: Continual learning (CL) aims to train models sequentially over multiple domains without forgetting previously learned knowledge. However, existing CL me https://prismix.dev/news/01155b938403 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Grokking as Structural Inference: Transformers Need Bayesian Lottery Tickets arXiv:2605.15787v1 Announce Type: new Abstract: Why does a Transformer that has memorized its training set wait thousands of steps before it generalizes? Existing accounts locate this delay in norm mi https://prismix.dev/news/1d3c30ac5ccc 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Learning Context-conditioned Gaussian Overbounds for Convolution-Based Uncertainty Propagation arXiv:2605.15789v1 Announce Type: new Abstract: Uncertainty quantification is essential in safety-critical settings--from autonomous driving to aviation, finance, and health--where decisions must rely https://prismix.dev/news/4d5f54910a7f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png AOT-POT: Adaptive Operator Transformation for Large-Scale PDE Pre-training arXiv:2605.15793v1 Announce Type: new Abstract: Pre-training neural operators on diverse partial differential equation (PDE) datasets has emerged as a promising direction for building general-purpose https://prismix.dev/news/98f000a94308 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Martingale Neural Operators: Learning Stochastic Marginals via Doob-Meyer Factorization arXiv:2605.15806v1 Announce Type: new Abstract: Neural operators excel as deterministic surrogates, but inevitably collapse to the conditional mean when applied to stochastic PDEs, discarding the vari https://prismix.dev/news/43e2cbaa3fff 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Intrinsic Wasserstein Rates for Score-Based Generative Models on Smooth Manifolds arXiv:2605.15822v1 Announce Type: new Abstract: Score-based generative models are trained in high-dimensional ambient spaces, yet many data distributions are supported on low-dimensional nonlinear str https://prismix.dev/news/257b55a7f1c3 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From Observed Viability to Internal Predictive Approximation: A Single-Subject Latent-Space Analysis of Gait Dynamics Under Occlusal Constraint arXiv:2605.15862v1 Announce Type: new Abstract: Adaptive biomechanical systems may show similar observable gait performance while differing in latent organization and longitudinal behavior. This study https://prismix.dev/news/ab0d907d948c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Ti-iLSTM: A TinyDL Approach for Logic-Level Anomaly Detection in Industrial Water Treatment Systems arXiv:2605.15874v1 Announce Type: new Abstract: Industrial Water Treatment Systems (IWTS) are safety critical cyber-physical infrastructures and due to increased connectivity, these systems are expose https://prismix.dev/news/976b2220f672 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Shapley Neuron Values for Continual Learning: Which Neurons Matter Most? arXiv:2605.15877v1 Announce Type: new Abstract: Continual learning enables neural networks to learn tasks sequentially without forgetting previously acquired knowledge. However, neural networks suffer https://prismix.dev/news/e3cfe8d105db 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Practical Validity Conditions for Byzantine-Tolerant Federated Learning arXiv:2605.15887v1 Announce Type: new Abstract: Robust aggregation is the core operation in Byzantine-tolerant federated learning. To ensure the quality of aggregation independently of data distributi https://prismix.dev/news/e81b3c1160c3 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png CHoE: Cross-Domain Heterogeneous Graph Prompt Learning via Structure-Conditioned Experts arXiv:2605.15888v1 Announce Type: new Abstract: Heterogeneous Graph Prompt Learning (HGPL)has emerged as a promising paradigm for bridging the gap between the objectives of pre-training foundation mod https://prismix.dev/news/7260078dbe50 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From Layers to Networks: Comparing Neural Representations via Diffusion Geometry arXiv:2605.15901v1 Announce Type: new Abstract: Diffusion geometry is a manifold learning framework that uses random walks defined by Markov transition matrices to characterize the geometry of a datas https://prismix.dev/news/b58fa5a98594 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Context-aware Entity-Relation Extraction for Threat Intelligence Knowledge Graphs arXiv:2605.15904v1 Announce Type: new Abstract: Cybersecurity Knowledge Graphs (CKGs) unify diverse Cyber Threat Intelligence (CTI) sources into structured, queryable formats, offering scalable soluti https://prismix.dev/news/96149242fe78 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png LoCO: Low-rank Compositional Rotation Fine-tuning arXiv:2605.15916v1 Announce Type: new Abstract: Parameter-efficient fine-tuning (PEFT) has emerged as an critical technique for adapting large-scale foundation models across natural language processin https://prismix.dev/news/0d92f4abbf5a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Retrieval-Enhanced Transformer for Multi-Step Port-of-Call Sequence Prediction in Global Liner Shipping arXiv:2605.15937v1 Announce Type: new Abstract: Accurate multi-step port-of-call sequence prediction is vital for tactical resource orchestration and logistical efficiency. However, existing methods s https://prismix.dev/news/e858d0208185 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Always Learning, Always Mixing: Efficient and Simple Data Mixing All The Time arXiv:2605.15220v1 Announce Type: new Abstract: Data mixing decides how to combine different sources or types of data and is a consequential problem throughout language model training. In pretraining, https://prismix.dev/news/875e69118685 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Fluency and Faithfulness in Human and Machine Literary Translation arXiv:2605.15282v1 Announce Type: new Abstract: Literary translation requires balancing target-language fluency with faithfulness to the source. Recent large language models (LLMs) often produce fluen https://prismix.dev/news/c98beacebd05 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png DiscoExplorer: An Open Interface for the Study of Multilingual Discourse Relations arXiv:2605.15304v1 Announce Type: new Abstract: The relations connecting propositions in discourse such as cause (A because B) or concession (A although B) are a subject of intense interest in Computa https://prismix.dev/news/22e3926c2f7a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Automatic Construction of a Legal Citation Graph from 100 Million Ukrainian Court Decisions: Large-Scale Extraction, Topological Analysis, and Ontology-Driven Clustering arXiv:2605.15362v1 Announce Type: new Abstract: Half a billion citation edges extracted from 100.7 million Ukrainian court decisions reveal that judicial citation structure encodes legal domain bounda https://prismix.dev/news/da8e37762375 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Greedy or not, here I come: Language production under vocabulary constraints in humans and resource-rational models arXiv:2605.15365v1 Announce Type: new Abstract: Communicating using only a limited vocabulary is a common but challenging cognitive phenomenon, requiring an ideal communicator to plan carefully to opt https://prismix.dev/news/492965834a04 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Adesua: Development and Feasibility Study of an AI WhatsApp Bot for Science Learning in West Africa arXiv:2605.15376v1 Announce Type: new Abstract: Sub-Saharan Africa faces persistently high student-teacher ratios and shortages of qualified teachers, limiting students' access to personalized learnin https://prismix.dev/news/2e585ce74326 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Eskwai for Students: Generative AI Assistant for Legal Education in Ghana arXiv:2605.15380v1 Announce Type: new Abstract: Recent advances in generative AI have shown their potential to be leveraged for legal education. Yet, work on the development and deployment of such sys https://prismix.dev/news/715ee49edf1e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Capability Conditioned Scaffolding for Professional Human LLM Collaboration arXiv:2605.15404v1 Announce Type: new Abstract: Large language model personalization typically adapts outputs to user preferences and style but does not account for differences in user evaluation capa https://prismix.dev/news/8bc3de3ed3a3 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Neural Activation Patterns Across Language Model Architectures: A Comprehensive Analysis of Cognitive Task Performance arXiv:2605.15436v1 Announce Type: new Abstract: This paper presents a comprehensive analysis of neural activation patterns across six distinct large language model (LLM) architectures, examining their https://prismix.dev/news/241c4da96d11 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Why are language models less surprised than humans? Testing the Parse Multiplicity Mismatch Hypothesis arXiv:2605.15440v1 Announce Type: new Abstract: Surprisal theory posits that the processing difficulty of a word is determined by its predictability in context, offering a potential link between human https://prismix.dev/news/d8b0d2d04261 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Reasoning Models Don't Just Think Longer, They Move Differently arXiv:2605.15454v1 Announce Type: new Abstract: Reasoning-trained language models often spend more tokens on harder problems, but longer chains of thought do not show whether a model is merely computi https://prismix.dev/news/e1be1854173c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Retrieval-Augmented Large Language Models for Schema-Constrained Clinical Information Extraction arXiv:2605.15467v1 Announce Type: new Abstract: Conversational nurse-patient transcripts contain actionable observations, but converting these transcripts into structured representations at scale rema https://prismix.dev/news/3bcb23f6a6d6 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png FINESSE-Bench: A Hierarchical Benchmark Suite for Financial Domain Knowledge and Technical Analysis in Large Language Models arXiv:2605.15482v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly being applied to financial analysis, reporting, investment decision support, risk management, compliance, https://prismix.dev/news/1ecae37eb9ac 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png RoPE Distinguishes Neither Positions Nor Tokens in Long Contexts, Provably arXiv:2605.15514v1 Announce Type: new Abstract: We identify intrinsic limitations of Rotary Positional Embeddings (RoPE) in Transformer-based long-context language models. Our theoretical analysis abs https://prismix.dev/news/98e0bd57c748 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png DetectRL-X: Towards Reliable Multilingual and Real-World LLM-Generated Text Detection arXiv:2605.15518v1 Announce Type: new Abstract: The effective detection and governance of Large Language Model (LLM) generated content has become increasingly critical due to the growing risk of misus https://prismix.dev/news/cc855d0635c2 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Process Rewards with Learned Reliability arXiv:2605.15529v1 Announce Type: new Abstract: Process Reward Models (PRMs) provide step-level feedback for reasoning, but current PRMs usually output only a single reward score for each step. Downst https://prismix.dev/news/5bc6b47408ca 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png When Latent Geometry Is Not Enough: Draft-Conditioned Latent Refinement for Non-Autoregressive Text Generation arXiv:2605.15557v1 Announce Type: new Abstract: Continuous diffusion and flow models are attractive for non-autoregressive text generation because they can update all positions in parallel. A major di https://prismix.dev/news/d8496261e088 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png GiLT: Augmenting Transformer Language Models with Dependency Graphs arXiv:2605.15562v1 Announce Type: new Abstract: Augmenting Transformers with linguistic structures effectively enhances the syntactic generalization performance of language models. Previous work in th https://prismix.dev/news/2c8515326cae 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Measuring Maximum Activations in Open Large Language Models arXiv:2605.15572v1 Announce Type: new Abstract: The dynamic range of activations is a first-order constraint for low-bit quantization, activation scaling, and stable LLM inference. Prior work characte https://prismix.dev/news/19bacdab586b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Response-Conditioned Parallel-to-Sequential Orchestration for Multi-Agent Systems arXiv:2605.15573v1 Announce Type: new Abstract: Multi-agent systems can solve complex tasks through collaboration between multiple Large Language Model agents. Existing collaboration frameworks typica https://prismix.dev/news/a6c5fce6a21e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Calibrating LLMs with Semantic-level Reward arXiv:2605.15588v1 Announce Type: new Abstract: As large language models (LLMs) are deployed in consequential settings such as medical question answering and legal reasoning, the ability to estimate w https://prismix.dev/news/c78b4a9767e9 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png MHGraphBench: Knowledge Graph-Grounded Benchmarking of Mental Health Knowledge in Large Language Models arXiv:2605.15589v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used in the mental health domain, yet it remains unclear how well they capture related biomedical knowledg https://prismix.dev/news/f4005ca80ccf 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Syntax Without Semantics: Teaching Large Language Models to Code in an Unseen Language arXiv:2605.15607v1 Announce Type: new Abstract: Large language models (LLMs) achieve high pass rates on code generation benchmarks, yet whether they can transfer this ability to languages absent from https://prismix.dev/news/3b97134b72ea 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PSD: Pushing the Pareto Frontier of Diffusion LLMs via Parallel Speculative Decoding arXiv:2605.15609v1 Announce Type: new Abstract: Diffusion large language models (dLLMs) generate text by iteratively denoising masked token sequences. Although dLLMs can predict all masked positions i https://prismix.dev/news/e10a07f1125a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Toward LLMs Beyond English-Centric Development arXiv:2605.15613v1 Announce Type: new Abstract: Through an analysis of sequences generated by open-weight large language models (LLMs), we demonstrate that LLMs are heavily biased toward English. Whil https://prismix.dev/news/962f32d81340 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Evaluating Chinese Ambiguity Understanding in Large Language Models arXiv:2605.15635v1 Announce Type: new Abstract: Linguistic ambiguity is critical to the robustness of Large Language Models (LLMs), yet existing research focuses mostly on English, with limited attent https://prismix.dev/news/143e1a5123da 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Dynamic Chunking for Diffusion Language Models arXiv:2605.15676v1 Announce Type: new Abstract: Block discrete diffusion language models factorize a sequence autoregressively over fixed-size positional blocks, decoupling within-block parallel denoi https://prismix.dev/news/3361f5bfa802 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png VCG-Bench: Towards A Unified Visual-Centric Benchmark for Structured Generation and Editing arXiv:2605.15677v1 Announce Type: new Abstract: Despite the rapid advancements in Vision-Language Models (VLMs), a critical gap remains in their ability to handle structured, controllable diagrammatic https://prismix.dev/news/e42052aa00db 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Few-Shot Large Language Models for Actionable Triage Categorization of Online Patient Inquiries arXiv:2605.15680v1 Announce Type: new Abstract: Online patient inquiries are often informal, incomplete, and written before professional assessment, yet they must still be routed to an appropriate lev https://prismix.dev/news/256cd0ced102 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ASRU: Activation Steering Meets Reinforcement Unlearning for Multimodal Large Language Models arXiv:2605.15687v1 Announce Type: new Abstract: Multimodal large language models (MLLMs) may memorize sensitive cross-modal information during pretraining, making machine unlearning (MU) crucial. Exis https://prismix.dev/news/a33b09a25b62 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png H-Mem: A Novel Memory Mechanism for Evolving and Retrieving Agent Memory via a Hybrid Structure arXiv:2605.15701v1 Announce Type: new Abstract: Memory data are ubiquitous in Large Language Model (LLM)-based agents (e.g., OpenClaw and Manus). A few recent works have attempted to exploit agents'me https://prismix.dev/news/4f831dc0ce30 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SMMBench: A Benchmark for Source-Distributed Multimodal Agent Memory arXiv:2605.15710v1 Announce Type: new Abstract: Existing benchmarks for multimodal memory reasoning largely evaluate systems within pre-assembled contexts, but under-evaluate whether agents can use ev https://prismix.dev/news/b832ce6e6908 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering arXiv:2605.15721v1 Announce Type: new Abstract: Large Language Models (LLMs) are highly sensitive to their input contexts, motivating the development of automated context engineering. However, existin https://prismix.dev/news/a1cca6067536 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png DimMem: Dimensional Structuring for Efficient Long-Term Agent Memory arXiv:2605.15759v1 Announce Type: new Abstract: Large language model (LLM) agents require long-term memory to leverage information from past interactions. However, existing memory systems often face a https://prismix.dev/news/3d8a1e09be53 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png CompactQE: Interpretable Translation Quality Estimation via Small Open-Weight LLMs arXiv:2605.15763v1 Announce Type: new Abstract: Current state-of-the-art Quality Estimation (QE) in machine translation relies on massive, proprietary LLMs, raising data privacy concerns. We demonstra https://prismix.dev/news/8dc877c98ba8 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ForMaT: Dataset for Visually-Grounded Multilingual PDF Translation arXiv:2605.15794v1 Announce Type: new Abstract: We present ForMaT (Format-Preserving Multilingual Translation), a parallel corpus of 3,956 PDFs across 15 language pairs that preserves original layout https://prismix.dev/news/b36ce80285c4 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Linked Multi-Model Data on Russian Domestic and Foreign Policy Speeches arXiv:2605.15886v1 Announce Type: new Abstract: This paper introduces a dataset of interlinked multimodal political communications from the Russian government, addressing persistent deficiencies in th https://prismix.dev/news/035cab3f3ce7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Towards Generalization of Block Attention via Automatic Segmentation and Block Distillation arXiv:2605.15913v1 Announce Type: new Abstract: Block attention, which processes the input as separate blocks that cannot attend to one another, offers significant potential to improve KV cache reuse https://prismix.dev/news/c33d454ae174 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Reference-Free Reinforcement Learning Fine-Tuning for MT: A Seq2Seq Perspective arXiv:2605.15976v1 Announce Type: new Abstract: Production machine translation relies overwhelmingly on encoder-decoder Seq2Seq models, yet reinforcement learning approaches to MT fine-tuning have lar https://prismix.dev/news/00ec641d3690 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Ontology for Policing: Conceptual Knowledge Learning for Semantic Understanding and Reasoning in Law Enforcement Reports arXiv:2605.15978v1 Announce Type: new Abstract: Law enforcement reports contain structured fields and written narratives. However, many incident facts that are needed for review, police training, and https://prismix.dev/news/4ac4d8a53e5b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Defining Cultural Capabilities for AI Evaluation: A Taxonomy Grounded in Intercultural Communication Theory arXiv:2605.15990v1 Announce Type: new Abstract: Tremendous efforts have been put into evaluating the inclusivity and effectiveness of AI systems across cultures. However, the cultural capabilities con https://prismix.dev/news/09b16c71aca2 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Can Vision Language Models Be Adaptive in Mathematics Education? A Learner Model-based Rubric Study arXiv:2605.16011v1 Announce Type: new Abstract: Adaptive learning refers to educational technologies that track learners' learning progress and adapt the instructional process based on individual lear https://prismix.dev/news/1e2af94461c4 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Judge Circuits arXiv:2605.16023v1 Announce Type: new Abstract: LLM-as-a-judge has become the dominant paradigm for grading model outputs at scale, yet the same model assigns systematically different scores when its https://prismix.dev/news/b2d32099802e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From Flat Language Labels to Typological Priors: Structured Language Conditioning for Multilingual Speech-to-Speech Translation arXiv:2605.16026v1 Announce Type: new Abstract: Compositional speech-to-speech translation (S2ST) systems built upon speech large language models (SpeechLLMs) have recently shown promising performance https://prismix.dev/news/103254281ff9 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png RecMem: Recurrence-based Memory Consolidation for Efficient and Effective Long-Running LLM Agents arXiv:2605.16045v1 Announce Type: new Abstract: Memory systems often organize user-agent interactions as retrievable external memory and are crucial for long-running agents by overcoming the limited c https://prismix.dev/news/d828b281c9d3 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Can Large Language Models Imitate Human Speech for Clinical Assessment? LLM-Driven Data Augmentation for Cognitive Score Prediction arXiv:2605.16077v1 Announce Type: new Abstract: Accurate assessment of cognitive decline from spontaneous speech remains challenging due to limited dataset size and class imbalance. In this work, we p https://prismix.dev/news/f5caa0314f8d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Multi-Level Contextual Token Relation Modeling for Machine-Generated Text Detection arXiv:2605.16107v1 Announce Type: new Abstract: Machine-generated texts (MGTs) pose risks such as disinformation and phishing, underscoring the need for reliable detection. Metric-based methods, which https://prismix.dev/news/0432abbd51aa 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png DebiasRAG: A Tuning-Free Path to Fair Generation in Large Language Models through Retrieval-Augmented Generation arXiv:2605.16113v1 Announce Type: new Abstract: Large language models (LLMs) have achieved unprecedented success due to their exceptional generative capabilities. However, because they depend on knowl https://prismix.dev/news/c9eba998ebb2 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SGR: A Stepwise Reasoning Framework for LLMs with External Subgraph Generation arXiv:2605.16117v1 Announce Type: new Abstract: Large Language Models (LLMs) have demonstrated strong capabilities across diverse NLP applications, such as translation, text generation, and question a https://prismix.dev/news/5f1ad022206c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Optimized Three-Dimensional Photovoltaic Structures with LLM guided Tree Search arXiv:2605.16191v1 Announce Type: new Abstract: We present a case study for how AI coding systems can be used to generate novel scientific hypotheses. We combine a generic coding agent (Google's AntiG https://prismix.dev/news/bba62a324122 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Improving Cross-Cultural Survey Simulation with Calibrated Value Personas arXiv:2605.16193v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used to simulate human opinions and survey responses, but their ability to reproduce population responses https://prismix.dev/news/9bf20bd9a53c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Argus: Evidence Assembly for Scalable Deep Research Agents arXiv:2605.16217v1 Announce Type: new Abstract: Deep research agents have achieved remarkable progress on complex information seeking tasks. Even long ReAct style rollouts explore only a single trajec https://prismix.dev/news/be36a4ead2c9 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Artificial Aphasias in Lesioned Language Models arXiv:2605.16222v1 Announce Type: new Abstract: Aphasias, selective language impairments which can arise from brain damage, reveal the functional organization of human language by providing causal lin https://prismix.dev/news/c67cb4d9f332 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Unified Generative-AI Framework for Smart Energy Infrastructure: Intelligent Gas Distribution, Utility Billing, Carbon Analytics, and Quantum-Inspired Optimisation arXiv:2605.16232v1 Announce Type: new Abstract: The accelerating convergence of smart metering, generative artificial intelligence, and quantum-inspired combinatorial optimisation is reshaping how ene https://prismix.dev/news/8a7187df92db 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Generative AI Framework for Intelligent Utility Billing CO 2 Analytics and Sustainable Resource Optimisation arXiv:2605.16250v1 Announce Type: new Abstract: Distribution utilities are now expected to deliver bills that customers can actually read attach a defensible carbon number to every kWh sold and schedu https://prismix.dev/news/e5d0be50ebb7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png MultiMat: Multimodal Program Synthesis for Procedural Materials using Large Multimodal Models arXiv:2509.22151v3 Announce Type: cross Abstract: Material node graphs are programs that generate the 2D channels of procedural materials, including geometry such as roughness and displacement maps, a https://prismix.dev/news/1e04e4c06f18 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png DeepSlide: From Artifacts to Presentation Delivery arXiv:2605.15202v1 Announce Type: cross Abstract: Presentations are a primary medium for scholarly communication, yet most AI slide generators optimize the artifact (a visually plausible deck) while u https://prismix.dev/news/7181eb302e19 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Effective Harness Engineering for Algorithm Discovery with Coding Agents arXiv:2605.15221v1 Announce Type: cross Abstract: AlphaEvolve and FunSearch have demonstrated the potential of combining large language models (LLMs) with evolutionary search for automated algorithm d https://prismix.dev/news/3dd26a63dab5 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PerfCodeBench: Benchmarking LLMs for System-Level High-Performance Code Optimization arXiv:2605.15222v1 Announce Type: cross Abstract: Large language models (LLMs) can often generate functionally correct code, but their ability to produce efficient implementations for performance-crit https://prismix.dev/news/2d687851d677 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PhysBrain 1.0 Technical Report arXiv:2605.15298v1 Announce Type: cross Abstract: Vision-language-action models have advanced rapidly, but robot trajectories alone provide limited coverage for learning broad physical understanding. https://prismix.dev/news/5fe5fd96bcda 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Context Pruning for Coding Agents via Multi-Rubric Latent Reasoning arXiv:2605.15315v1 Announce Type: cross Abstract: LLM-powered coding agents spend the majority of their token budget reading repository files, yet much of the retrieved code is irrelevant to the task https://prismix.dev/news/be2d373a5dbc 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From Feedback Loops to Policy Updates: Reinforcement Fine-Tuning for LLM-Based Alpha Factor Discovery arXiv:2605.15412v1 Announce Type: cross Abstract: Modern quantitative trading increasingly relies on systematic models to extract predictive signals from large-scale financial data, where alpha factor https://prismix.dev/news/e8a2b9066dd6 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png VSPO: Vector-Steered Policy Optimization for Behavioral Control arXiv:2605.15604v1 Announce Type: cross Abstract: Modern language models often need to optimize a primary accuracy objective while also accommodating secondary behavioral preferences, such as verbosit https://prismix.dev/news/530e5d1539bc 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Nudging Beyond the Comfort Zone: Efficient Strategy-Guided Exploration for RLVR arXiv:2605.15726v1 Announce Type: cross Abstract: Reinforcement learning with verifiable rewards (RLVR) has emerged as a scalable paradigm for improving the reasoning capabilities of large language mo https://prismix.dev/news/efe3e99ef590 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png BootstrapAgent: Distilling Repository Setup into Reusable Agent Knowledge arXiv:2605.15815v1 Announce Type: cross Abstract: Code agents increasingly help developers work with unfamiliar repositories, but every such task depends on a costly prerequisite: bootstrapping the re https://prismix.dev/news/97e991121736 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Conversations in Space: Structuring Non-Linear LLM Interactions on a Canvas arXiv:2605.15848v1 Announce Type: cross Abstract: Conversational interfaces powered by large language models (LLMs) are widely used for ideation and analysis, yet their linear structure limits explora https://prismix.dev/news/4e64c011f345 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Are VLMs Seeing or Just Saying? Uncovering the Illusion of Visual Re-examination arXiv:2605.15864v1 Announce Type: cross Abstract: Vision-Language Models (VLMs) often produce self-reflective statements like "let me check the figure again" during reasoning. Do such statements trigg https://prismix.dev/news/66172c17b2ac 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SLIP & ETHICS: Graduated Intervention for AI Emotional Companions arXiv:2605.15915v1 Announce Type: cross Abstract: AI emotional companions face a safety-rapport paradox: restrictive safeguards can damage supportive alliance, while permissive systems risk user harm. https://prismix.dev/news/d1e109784d1e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Reasoners or Translators? Contamination-aware Evaluation and Neuro-Symbolic Robustness in Tax Law arXiv:2605.16052v1 Announce Type: cross Abstract: Recent advances in large language models (LLMs) have significantly enhanced automated legal reasoning. Yet, it remains unclear whether their performan https://prismix.dev/news/99cb9c6f602c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Look Before You Leap: Autonomous Exploration for LLM Agents arXiv:2605.16143v1 Announce Type: cross Abstract: Large language model based agents often fail in unfamiliar environments due to premature exploitation: a tendency to act on prior knowledge before acq https://prismix.dev/news/9c095d116a76 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Context, Reasoning, and Hierarchy: A Cost-Performance Study of Compound LLM Agent Design in an Adversarial POMDP arXiv:2605.16205v1 Announce Type: cross Abstract: Deploying compound LLM agents in adversarial, partially observable sequential environments requires navigating several design dimensions: (1) what the https://prismix.dev/news/2ef7fee8dabc 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Confirming Correct, Missing the Rest: LLM Tutoring Agents Struggle Where Feedback Matters Most arXiv:2605.16207v1 Announce Type: cross Abstract: Effective tutoring requires distinguishing optimal, valid but suboptimal, and incorrect student solutions, a distinction central to intelligent tutori https://prismix.dev/news/66d78ec09b16 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Fully Open Meditron: An Auditable Pipeline for Clinical LLMs arXiv:2605.16215v1 Announce Type: cross Abstract: Clinical decision support systems (CDSS) require scrutable, auditable pipelines that enable rigorous, reproducible validation. Yet current LLM-based C https://prismix.dev/news/c37663872bc5 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png FORGE: Self-Evolving Agent Memory With No Weight Updates via Population Broadcast arXiv:2605.16233v1 Announce Type: cross Abstract: Can LLM agents improve decision-making through self-generated memory without gradient updates? We propose FORGE (Failure-Optimized Reflective Graduati https://prismix.dev/news/d81a49db67fb 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Layer Equivalence Is Not a Property of Layers Alone: How You Test Redundancy Changes What You Find arXiv:2605.16234v1 Announce Type: cross Abstract: When researchers ask whether two transformer layers are "equivalent" for compression, they often conflate distinct tests. Replacement asks whether one https://prismix.dev/news/4dbc27110168 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png AI-Mediated Communication Can Steer Collective Opinion arXiv:2605.16245v1 Announce Type: cross Abstract: Generative artificial intelligence (AI) is increasingly integrated into the online platforms where humans exchange opinions; large language models (LL https://prismix.dev/news/c823710c073c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Prompt Stability Scoring for Text Annotation with Large Language Models arXiv:2407.02039v3 Announce Type: replace Abstract: Researchers are increasingly using language models (LMs) for text annotation. These approaches rely only on a prompt telling the model to return a g https://prismix.dev/news/8c506055e656 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png The MediaSpin Dataset: Post-Publication News Headline Edits Annotated for Media Bias arXiv:2412.02271v5 Announce Type: replace Abstract: We present MediaSpin, a large-scale language resource capturing how major news outlets modify headlines after publication, and MediaSpin-in-the-Wild https://prismix.dev/news/12f2e5753935 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Hallucinations are inevitable but can be made statistically negligible arXiv:2502.12187v3 Announce Type: replace Abstract: Hallucinations, a phenomenon where a language model (LM) generates nonfactual content, pose a significant challenge to the practical deployment of L https://prismix.dev/news/0adb7cf8d392 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png TokenButler: Token Importance is Predictable arXiv:2503.07518v2 Announce Type: replace Abstract: Large Language Models (LLMs) rely on the Key-Value (KV) Cache to store token history, enabling efficient decoding of tokens. As the KV-Cache grows, https://prismix.dev/news/baf24e67edbe 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Do Chinese models speak Chinese languages? arXiv:2504.00289v3 Announce Type: replace Abstract: The release of top-performing open-weight LLMs has cemented China's role as a leading force in AI development. Do these models support languages spo https://prismix.dev/news/8c1a5e94845b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Large Language Models Could Be Rote Learners arXiv:2504.08300v5 Announce Type: replace Abstract: Benchmark-based evaluation, e.g., multiple-choice questions (MCQs) and open-ended questions (OEQs), is widely used for evaluating Large Language Mod https://prismix.dev/news/0c28529d653e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png TemplateRL: Structured Template-Guided Reinforcement Learning for LLM Reasoning arXiv:2505.15692v5 Announce Type: replace Abstract: Reinforcement learning (RL) has emerged as an effective paradigm for enhancing model reasoning. However, existing RL methods like GRPO typically rel https://prismix.dev/news/072e088cc3ae 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Smoothie: Smoothing Diffusion on Token Embeddings for Text Generation arXiv:2505.18853v2 Announce Type: replace Abstract: Diffusion models have achieved state-of-the-art performance in generating images, audio, and video, but their adaptation to text remains challenging https://prismix.dev/news/1a340ed431df 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Common Corpus: The Largest Collection of Ethical Data for LLM Pre-Training arXiv:2506.01732v3 Announce Type: replace Abstract: Large Language Models (LLMs) are pre-trained on large amounts of data from different sources and domains. Such datasets often contain trillions of t https://prismix.dev/news/95e67c4d458e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement arXiv:2507.14200v2 Announce Type: replace Abstract: Existing multi-LLM collaboration systems often encounter scalability challenges when integrating new LLMs and tasks, leading to suboptimal performan https://prismix.dev/news/8cd6c74d5d3c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Stabilizing Knowledge, Promoting Reasoning: Dual-Token Constraints for RLVR arXiv:2507.15778v2 Announce Type: replace Abstract: Reinforcement Learning with Verifiable Rewards (RLVR) has become an effective post-training method for improving the reasoning abilities of Large La https://prismix.dev/news/d7d6002ddbdd 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png DiscussLLM: Teaching Large Language Models When to Speak arXiv:2508.18167v2 Announce Type: replace Abstract: Large Language Models (LLMs) have demonstrated remarkable capabilities in understanding and generating human-like text, yet they largely operate as https://prismix.dev/news/b8b981a679be 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Painless Activation Steering: An Automated, Lightweight Approach for Post-Training Large Language Models arXiv:2509.22739v3 Announce Type: replace Abstract: Language models (LMs) are typically post-trained for desired capabilities and behaviors via weight-based or prompt-based steering, but the former is https://prismix.dev/news/1e8873619d11 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png When Importance Sampling Misallocates Credit: Asymmetric Ratios for Outcome-Supervised RL arXiv:2510.06062v2 Announce Type: replace Abstract: Reinforcement learning (RL) has shown great promise in large language models (LLMs) post-training, which typically rely on token-level clipping to m https://prismix.dev/news/1695b8a9f9c1 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ADMIT: Few-shot Knowledge Poisoning Attacks on RAG-based Fact Checking arXiv:2510.13842v2 Announce Type: replace Abstract: Knowledge poisoning poses a critical threat to Retrieval-Augmented Generation (RAG) systems by injecting adversarial content into knowledge bases, t https://prismix.dev/news/962fea66d678 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Mind the Motions: Benchmarking Theory-of-Mind in Everyday Body Language arXiv:2511.15887v2 Announce Type: replace Abstract: Our ability to interpret others' mental states through nonverbal cues (NVCs) is fundamental to our survival and social cohesion. While existing Theo https://prismix.dev/news/75cc212d1ef4 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research arXiv:2511.19399v3 Announce Type: replace Abstract: Deep research agents perform multi-step research to produce long-form, well-attributed answers. However, most open deep research agents are trained https://prismix.dev/news/a52ae248fdde 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png CryptoBench: A Dynamic Benchmark for Expert-Level Evaluation of LLM Agents in Cryptocurrency arXiv:2512.00417v5 Announce Type: replace Abstract: This paper introduces CryptoBench, the first expert-curated, dynamic benchmark designed to rigorously evaluate the real-world capabilities of Large https://prismix.dev/news/0cec0f6c1ef5 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Reward Auditor: Inference on Reward Modeling Suitability in Real-World Perturbed Scenarios arXiv:2512.00920v5 Announce Type: replace Abstract: Reliable reward models (RMs) are critical for ensuring the safe alignment of large language models (LLMs). However, current RM evaluation methods fo https://prismix.dev/news/c7bfe7b2c216 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png RapidUn: Influence-Driven Parameter Reweighting for Efficient Large Language Model Unlearning arXiv:2512.04457v2 Announce Type: replace Abstract: Removing specific data influence from large language models (LLMs) remains challenging, as retraining is costly and existing approximate unlearning https://prismix.dev/news/1583ae70a470 2026-05-20 monthly 0.7 https://external-preview.redd.it/eFi0Ka3zCLDa1jFzjq2bonVZXFvSWounsS2q7HQa4Qo.png?width=140&height=75&auto=webp&s=69d3e31f5f5ab1e813e0c6e2bbf7ddc123f9aa43 Qwen 3.6 27B Q8 on four Nvidia RTX A4000 (16GB each) with Llama.cpp and MTP enabled Qwen 3.6 27B Q8 on four Nvidia RTX A4000 (16GB each) with Llama.cpp and MTP enabled My setup is heterogenous, I originally acquired my server (Lenovo ThinkStation P3 Tower Gen 2) to run OpenShift/K8s https://prismix.dev/news/ac1d812006f8 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12038/gradient.png OmniHumanoid: Streaming Cross-Embodiment Video Generation with Paired-Free Adaptation Abstract OmniHumanoid enables cross-embodiment video generation by factorizing motion transfer and embodiment-specific adaptation, allowing scalable adaptation to new humanoid embodiments using unpair https://prismix.dev/news/c7b5d552691a 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15876/gradient.png Unlocking Dense Metric Depth Estimation in VLMs Abstract DepthVLM enhances Vision-Language Models with dense geometry prediction through a lightweight depth head and unified vision-text supervision, achieving superior 3D spatial reasoning while mai https://prismix.dev/news/02dd125d294c 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15824/gradient.png FashionChameleon: Towards Real-Time and Interactive Human-Garment Video Customization Abstract FashionChameleon enables real-time interactive multi-garment video customization through teacher-student distillation and in-context learning techniques while maintaining motion coherence. AI https://prismix.dev/news/7d8eabdef682 2026-05-20 monthly 0.7 https://noemamag.imgix.net/2026/05/Noema_FlorianMeissner_2.jpg?fit=crop&fm=pjpg&h=628&ixlib=php-3.3.1&w=1200&wpsize=noema-social-facebook&s=1967d5f91d8af468ce455230916d2bcd It is time to give up the dualism introduced by the debate on consciousness Article URL: https://www.noemamag.com/there-is-no-hard-problem-of-consciousness/ Comments URL: https://news.ycombinator.com/item?id=48175140 Points: 202 # Comments: 518 https://prismix.dev/news/b8332d1e0b69 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14539/gradient.png Learning from Failures: Correction-Oriented Policy Optimization with Verifiable Rewards Abstract Correction-Oriented Policy Optimization extends reinforcement learning with verifiable rewards by converting failed trajectories into correction supervision, improving reasoning capabilities https://prismix.dev/news/da7e05b3ab5c 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.16257/gradient.png DexJoCo: A Benchmark and Toolkit for Task-Oriented Dexterous Manipulation on MuJoCo Abstract DexJoCo presents a benchmark and toolkit for dexterous manipulation with 11 functional tasks evaluating tool-use, bimanual coordination, and long-horizon execution, along with a low-cost data https://prismix.dev/news/2c24c6753163 2026-05-20 monthly 0.7 https://prismix.dev/news/14e7796a7e34 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15726/gradient.png Nudging Beyond the Comfort Zone: Efficient Strategy-Guided Exploration for RLVR Abstract NudgeRL framework enhances reinforcement learning with verifiable rewards through structured exploration and strategy nudging to improve reasoning capabilities in large language models. AI-ge https://prismix.dev/news/9fd91bcf6c4f 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13527/gradient.png MMSkills: Towards Multimodal Skills for General Visual Agents Abstract Multimodal procedural knowledge frameworks enable visual agents to leverage external reusable skills through structured representations combining text, state cards, and visual keyframes, impr https://prismix.dev/news/2c12eeca3066 2026-05-20 monthly 0.7 https://prismix.dev/news/776a8adbfbf7 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15963/gradient.png PAGER: Bridging the Semantic-Execution Gap in Point-Precise Geometric GUI Control Abstract Advanced vision-language models for GUI agents face challenges in precision-sensitive tasks requiring point-level accuracy and geometric awareness, addressed by a topology-aware agent that im https://prismix.dev/news/0b921aefa75a 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15301/gradient.png Solvita: Enhancing Large Language Models for Competitive Programming via Agentic Evolution Abstract Solvita is an agentic evolution framework that enables continuous learning in code generation through reinforcement learning updates to graph-structured knowledge networks, achieving state-of https://prismix.dev/news/61ad9fc61d8f 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14333/gradient.png InsightTok: Improving Text and Face Fidelity in Discrete Tokenization for Autoregressive Image Generation Abstract InsightTok improves discrete visual tokenization for better text and face reconstruction through content-aware perceptual losses, enhancing autoregressive image generation quality. AI-generat https://prismix.dev/news/7ddf400c6fc3 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.08614/gradient.png DiagnosticIQ: A Benchmark for LLM-Based Industrial Maintenance Action Recommendation from Symbolic Rules Abstract Large language models struggle to translate industrial monitoring rules into maintenance actions due to brittleness and pattern-matching behaviors, despite achieving high performance on struc https://prismix.dev/news/36816b97a563 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13997/gradient.png HodgeCover: Higher-Order Topological Coverage Drives Compression of Sparse Mixture-of-Experts Abstract A novel compression approach for sparse mixture-of-experts layers uses harmonic kernel analysis from simplicial topology to identify optimal expert merging patterns, enabling efficient infere https://prismix.dev/news/854ed62e01d1 2026-05-20 monthly 0.7 https://prismix.dev/news/7ced1b054dc5 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15256/gradient.png ReactiveGWM: Steering NPC in Reactive Game World Models Abstract ReactiveGWM enables dynamic player-NPC interactions in game worlds by decoupling player controls from NPC behaviors through diffusion models with cross-attention modules for game-agnostic str https://prismix.dev/news/3e01eae62eb9 2026-05-20 monthly 0.7 https://external-preview.redd.it/EEHSbK9h8EWsCzSvK5qnY0vojHYkQmEcW0PF49mpghU.png?width=640&crop=smart&auto=webp&s=074b7a2736b880c073f8dc8a9050b5f53a13556e Gemma-4-Gembrain-31B-it-uncensored-heretic Is Out Now, a Merge of Multiple Gemma 4 31B it Finetunes Designed to Boost Logical and Lateral Thinking for Improved Adherence, Increased Swipe Variety and Enhanced Creative Prose, With KLD of 0.0186 and 13/100 Refusals! Provided in both Safetensors and GGUFs. Safetensors: llmfan46/Gemma-4-Gembrain-31B-it-uncensored-heretic: https://huggingface.co/llmfan46/Gemma-4-Gembrain-31B-it-uncensored-heretic GGUFs: llmfan46/Gem https://prismix.dev/news/ac2c1117c9ab 2026-05-20 monthly 0.7 https://prismix.dev/news/2bf2b8c9cab2 2026-05-20 monthly 0.7 https://prismix.dev/news/dee39b66b2a1 2026-05-20 monthly 0.7 https://preview.redd.it/91x59s0cjs1h1.png?width=640&crop=smart&auto=webp&s=85d9136e64e2208a5a2ebc43f16c8112206d8944 May 2026 updated chart of strix halo mini pc size chart https://gist.github.com/RexYuan/3fc27edcd12475e496eb20946f8c8485   submitted by   /u/rexyuan [link]   [comments] https://prismix.dev/news/d6f1f5aa89cd 2026-05-20 monthly 0.7 https://prismix.dev/news/81bbc8e0bb26 2026-05-20 monthly 0.7 https://prismix.dev/news/94fa603d7c3a 2026-05-20 monthly 0.7 https://prismix.dev/news/6b9d7a1bafbe 2026-05-20 monthly 0.7 https://prismix.dev/news/16148c6f357d 2026-05-20 monthly 0.7 https://prismix.dev/news/395b4c203457 2026-05-20 monthly 0.7 https://prismix.dev/news/5d1ce1fe418b 2026-05-20 monthly 0.7 https://prismix.dev/news/32a926729de0 2026-05-20 monthly 0.7 https://prismix.dev/news/17d5d5a860f8 2026-05-20 monthly 0.7 https://prismix.dev/news/06d8673cfef3 2026-05-20 monthly 0.7 https://idahonews.com/resources/media2/16x9/922/1320/100x1/90/c2f82f89-feb1-4f16-a22d-5b2789a14048-Crash1.jpg Two EA-18 fighter jets collide at Mountain Home airshow, pilots ejected safely Article URL: https://idahonews.com/news/local/two-f-18-fighter-jets-have-crashed-during-an-airshow-at-mountain-home-air-force-base Comments URL: https://news.ycombinator.com/item?id=48173468 Points: 2 https://prismix.dev/news/1f105368abbc 2026-05-20 monthly 0.7 https://prismix.dev/news/3e69d2ca8de5 2026-05-20 monthly 0.7 https://preview.redd.it/yz4ajeb9or1h1.png?width=640&crop=smart&auto=webp&s=c8d0bfb0724900528c6a7493f70b677634ab491a "Generate a photorealistic realtime render of a human face with webGL" (Qwen3.5-122B-A10B UD-Q3_K_XL)   submitted by   /u/_TheWolfOfWalmart_ [link]   [comments] https://prismix.dev/news/9eff933f6e2c 2026-05-20 monthly 0.7 https://prismix.dev/news/56657abf97f5 2026-05-20 monthly 0.7 https://prismix.dev/news/a4fd472ac957 2026-05-20 monthly 0.7 https://prismix.dev/news/fb58d72832af 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2024/10/apple-siri-header.jpg?resize=1200,800 Apple’s Siri revamp could include auto-deleting chats Privacy will be a major theme when Apple unveils a new version of Siri. https://prismix.dev/news/31fa40f0efa4 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/projectgenie-social.width-1300.png Simulate real-world places with Project Genie and Street View We’re expanding access to Google AI Ultra subscribers globally and introducing a new capability powered by Street View. https://prismix.dev/news/3381a474afe6 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/GeminiOmni_social.width-1300.png Introducing Gemini Omni Introducing Gemini Omni Share x.com Facebook LinkedIn Mail Gemini Omni Flash is a model that can create anything from any input – starting with video. Koray Kavukcuoglu CTO, Google DeepMind and Chief https://prismix.dev/news/d10ed975f6c6 2026-05-20 monthly 0.7 https://preview.redd.it/mk82wx765r1h1.jpeg?width=640&crop=smart&auto=webp&s=27a1f601ad0558764dfda317aabded619790039f M5 vs DGX Spark vs Strix Halo vs RTX 6000 Hey guys, super simple. There have been a lot of online debates about the new M5 Macs vs DGX Sparks vs Strix Halo vs dedicated GPUs etc. So I put them all in a room with good power and cooling and ran https://prismix.dev/news/1e24248a8b10 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/GettyImages-2273245180.jpg?resize=1200,800 Why trust is a big question at the Elon Musk-OpenAI trial A big theme in the trial’s final days was whether OpenAI CEO Sam Altman is trustworthy. https://prismix.dev/news/ca0e62e19a60 2026-05-20 monthly 0.7 https://prismix.dev/news/a47b50e4c587 2026-05-20 monthly 0.7 https://prismix.dev/news/e7b60c66bbf7 2026-05-20 monthly 0.7 https://prismix.dev/news/64fffd2f2a56 2026-05-20 monthly 0.7 https://prismix.dev/news/47e1109cf612 2026-05-20 monthly 0.7 https://prismix.dev/news/ecd83dd968e9 2026-05-20 monthly 0.7 https://prismix.dev/news/829226318498 2026-05-20 monthly 0.7 https://prismix.dev/news/952ef2f03c27 2026-05-20 monthly 0.7 https://stateofsurveillance.org/og-image.png Americans Are Smashing Flock Cameras Article URL: https://stateofsurveillance.org/news/flock-cameras-destroyed-nationwide-ice-backlash-2026/ Comments URL: https://news.ycombinator.com/item?id=48170798 Points: 311 # Comments: 237 https://prismix.dev/news/c2ad76b755f5 2026-05-20 monthly 0.7 https://preview.redd.it/t1qmld44bq1h1.png?width=640&crop=smart&auto=webp&s=1655ee3a1a592b92bccfd71dbe3e4273c22e1edb I hope that someday we will have a 124B Gemma.   submitted by   /u/cgs019283 [link]   [comments] https://prismix.dev/news/44f0fc6e70b3 2026-05-20 monthly 0.7 https://prismix.dev/news/4261ad815e6a 2026-05-20 monthly 0.7 https://prismix.dev/news/f1ee0692d166 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2019/01/university.jpg?resize=1200,641 If you’re giving a commencement speech in 2026, maybe don’t mention AI It's tough to get graduating students excited about a future shaped by artificial intelligence. https://prismix.dev/news/e3960c06bd3a 2026-05-20 monthly 0.7 https://prismix.dev/news/d5a7d0eb2bbd 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/rj-scaringe-Getty.jpg?resize=1200,800 TechCrunch Mobility: The AI skills arms race is coming for automotive Welcome back to TechCrunch Mobility — your central hub for news and insights on the future of transportation. https://prismix.dev/news/60bfff81ace8 2026-05-20 monthly 0.7 https://prismix.dev/news/240aa61a4881 2026-05-20 monthly 0.7 https://prismix.dev/news/9df7b3ee160f 2026-05-20 monthly 0.7 https://preview.redd.it/6e5lttj6wp1h1.png?width=140&height=140&crop=1:1,smart&auto=webp&s=380479cc0526732c5ff3c8c2d5009eb005a6c407 The power of structured workflows and small local models A month ago, I experimented with a very basic home-rolled agent loop with a handful of tools and found it worked surprisingly well in spite of how crude it was: https://www.reddit.com/r/LocalLLaMA/com https://prismix.dev/news/0af69e7cada0 2026-05-20 monthly 0.7 https://external-preview.redd.it/WgASaQGo95xd2-o-YdWmvhdsNzL-OeEcmAk_o6FCyKY.png?width=640&crop=smart&auto=webp&s=3658f85dc89638b84c56b032a15b4883467d3386 llama: avoid copying logits during prompt decode in MTP by am17an · Pull Request #23198 · ggml-org/llama.cpp time to update your llama.cpp -> improved prompt processing speed   submitted by   /u/jacek2023 [link]   [comments] https://prismix.dev/news/55c13bb333f5 2026-05-20 monthly 0.7 https://opengraph.githubassets.com/b28822d86f5cd6c10b5e2ea8565b81d45152b47c4d73f1d298751cc680fc564c/MinishLab/semble Show HN: Semble – Code search for agents that uses 98% fewer tokens than grep Hey HN! We (Stephan and Thomas) recently open-sourced Semble. We kept running into the same problem while using Claude Code on large codebases: when the agent can't find something directly, it falls b https://prismix.dev/news/5b12b05abe22 2026-05-20 monthly 0.7 https://prismix.dev/news/19009f5e4932 2026-05-20 monthly 0.7 https://prismix.dev/news/00583ae35939 2026-05-20 monthly 0.7 https://prismix.dev/news/90f35eabc75b 2026-05-20 monthly 0.7 https://prismix.dev/news/6ab087a6b832 2026-05-20 monthly 0.7 https://prismix.dev/news/9bf66d34fa2c 2026-05-20 monthly 0.7 https://prismix.dev/news/88765cf7f744 2026-05-20 monthly 0.7 https://prismix.dev/news/dc7439051cc2 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/science__keyword__blog-header.width-1300.jpg Gemini for Science: AI experiments and tools for a new era of discovery A collection of science tools and experiments to expand the scale and precision of scientific exploration. https://prismix.dev/news/7c756297345c 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/FINAL_SOCIAL_HERO.width-1300.png Making it easier to understand how content was created and edited We're expanding our tools to help you understand how content was created and edited across the web. https://prismix.dev/news/7a33985d2894 2026-05-20 monthly 0.7 https://www.techspot.com/images2/news/bigimage/2026/05/2026-05-14-image-17.jpg Security researcher says Microsoft built a Bitlocker backdoor, releases exploit Article URL: https://www.techspot.com/news/112410-security-researcher-microsoft-secretly-built-backdoor-bitlocker-releases.html Comments URL: https://news.ycombinator.com/item?id=48168856 Points: 273 https://prismix.dev/news/7355fbf28bc9 2026-05-20 monthly 0.7 https://external-preview.redd.it/3uqj0ajRBVkyrwbp33jfW4ch4z-dzwPoBcFOStkO5FE.jpeg?width=640&crop=smart&auto=webp&s=7ea24b021e496957dd14e253fa3a020d1ed33a9a Recent Developments in LLM Architectures: KV Sharing, mHC, and Compressed Attention   submitted by   /u/seraschka [link]   [comments] https://prismix.dev/news/8fa254c66c2d 2026-05-20 monthly 0.7 https://external-preview.redd.it/3uqj0ajRBVkyrwbp33jfW4ch4z-dzwPoBcFOStkO5FE.jpeg?width=640&crop=smart&auto=webp&s=7ea24b021e496957dd14e253fa3a020d1ed33a9a Recent Developments in LLM Architectures: KV Sharing, mHC, and Compressed Attention [P]   submitted by   /u/seraschka [link]   [comments] https://prismix.dev/news/31d842689c48 2026-05-20 monthly 0.7 https://prismix.dev/news/5ef2cc523b91 2026-05-20 monthly 0.7 https://prismix.dev/news/11d42f8ee75f 2026-05-20 monthly 0.7 https://prismix.dev/news/e2f1549fdb5e 2026-05-20 monthly 0.7 https://opengraph.githubassets.com/cf9090a3fde8730c510bec0bb215dc74e44eb584c30b670ac9e92c934c7b2cc2/tech4bot/rk3562deb I turned a $80 RK3562 Android tablet into a Debian Linux workstation Article URL: https://github.com/tech4bot/rk3562deb Comments URL: https://news.ycombinator.com/item?id=48168668 Points: 202 # Comments: 111 https://prismix.dev/news/2d7e9f8cee7b 2026-05-20 monthly 0.7 https://daringfireball.net/graphics/df-wide-card.png AI is a technology not a product Article URL: https://daringfireball.net/2026/05/ai_is_technology_not_a_product Comments URL: https://news.ycombinator.com/item?id=48168626 Points: 223 # Comments: 78 https://prismix.dev/news/ac7c5e558bf7 2026-05-20 monthly 0.7 https://opengraph.githubassets.com/9b3d26183d889493bdcd93f25687e2b12b668e1662efd9cc356a75bb628de08b/alternbits/awesome-cuda-books CUDA Books Article URL: https://github.com/alternbits/awesome-cuda-books Comments URL: https://news.ycombinator.com/item?id=48168485 Points: 202 # Comments: 51 https://prismix.dev/news/5759f566b40b 2026-05-20 monthly 0.7 https://frederickvanbrabant.com/images/posts/2026-05-15%20I%20don%27t%20think%20AI%20will%20make%20your%20processes%20go%20faster/header.jpg I don't think AI will make your processes go faster Article URL: https://frederickvanbrabant.com/blog/2026-05-15-i-dont-think-ai-will-make-your-processes-go-faster/ Comments URL: https://news.ycombinator.com/item?id=48168221 Points: 219 # Comments: 147 https://prismix.dev/news/aaad9e3f93e7 2026-05-20 monthly 0.7 https://www.williamangel.net/blog/2026/05/17/2026-05-17-offline-llm-energy-use.png. Apple Silicon costs more than OpenRouter Article URL: https://www.williamangel.net/blog/2026/05/17/offline-llm-energy-use.html Comments URL: https://news.ycombinator.com/item?id=48168198 Points: 234 # Comments: 198 https://prismix.dev/news/62eb1e71f443 2026-05-20 monthly 0.7 https://justsitandgrin.im/posts/native-all-the-way-until-you-need-text/index.png Native all the way, until you need text Article URL: https://justsitandgrin.im/posts/native-all-the-way-until-you-need-text/ Comments URL: https://news.ycombinator.com/item?id=48168058 Points: 223 # Comments: 153 https://prismix.dev/news/5de009b4502e 2026-05-20 monthly 0.7 https://cdn.prod.website-files.com/69d68fe7dde9e79d19ddf151/6a02492bc7c745f849372fe4_364ffc2a-1a23-423f-b62a-3764e12ce6ab.webp Every AI Subscription Is a Ticking Time Bomb for Enterprise Article URL: https://www.thestateofbrand.com/news/ai-subscription-time-bomb Comments URL: https://news.ycombinator.com/item?id=48168056 Points: 235 # Comments: 188 https://prismix.dev/news/9f5b31becea9 2026-05-20 monthly 0.7 https://prismix.dev/news/7970685d5ccb 2026-05-20 monthly 0.7 https://prismix.dev/news/d7385c3a4040 2026-05-20 monthly 0.7 https://preview.redd.it/2ehkh47vfo1h1.png?width=140&height=66&auto=webp&s=dda6177626cc01de254e0f716b9e05ce4c819475 Open Source vs frontier models on a single-file HTML canvas driving animation - results Hey yall, I was inspired by this post : https://www.reddit.com/r/LocalLLaMA/comments/1tf3p6c/local_qwen_36_vs_frontier_models_on_a_coding/ And I know this isn't exactly local, but I wanted to share wh https://prismix.dev/news/3ecc2ab4126b 2026-05-20 monthly 0.7 https://prismix.dev/news/b56167e0d289 2026-05-20 monthly 0.7 https://prismix.dev/news/1bf11c7dab46 2026-05-20 monthly 0.7 https://prismix.dev/news/1822c3748393 2026-05-20 monthly 0.7 https://prismix.dev/news/6591607f9851 2026-05-20 monthly 0.7 https://substackcdn.com/image/youtube/w_728,c_limit/iFYF_e1GSGI The illusion of Generative AI, the insanity of massive bets on hyperscaling, and the case for world models and neurosymbolic AI Three excellent new interviews https://prismix.dev/news/1fedc1a1c5ce 2026-05-20 monthly 0.7 https://external-preview.redd.it/T9RE3LDtINwehIu0A2priXEpnkJVRnQuH-dC00XZOE4.png?width=640&crop=smart&auto=webp&s=bec7f6eb79f52da98aa3dc7749717edb3323f461 Jackrong/Qwopus3.5-9B-Coder-GGUF · Hugging Face Qwopus3.5-9B-coder is specially optimized and fine-tuned for high-performance 🤖 Agentic Coding, complex Tool Calling, and logical reasoning. 💡 Why the 9B Dense Model? We believe that the 9B dense ar https://prismix.dev/news/b0954aa4a300 2026-05-20 monthly 0.7 https://prismix.dev/news/d3f3724844a4 2026-05-20 monthly 0.7 https://prismix.dev/news/4cdf76853bad 2026-05-20 monthly 0.7 https://prismix.dev/news/adc5d704a98b 2026-05-20 monthly 0.7 https://prismix.dev/news/2fd8a460522e 2026-05-20 monthly 0.7 https://preview.redd.it/etfdid7h0n1h1.png?width=640&crop=smart&auto=webp&s=7fc9097251e65c11f4818c5d964bf8ad023cc993 Testing llama.cpp MTP support on Qwen3.6 - RTX 5090 Setup: - RTX 5090, 32 GB, Linux - Built llama.cpp from 4f13cb7 (the official ghcr.io/ggml-org/llama.cpp:server-cuda image hasn't picked up the merge yet as of writing — had to docker build from source https://prismix.dev/news/0268f25b665d 2026-05-20 monthly 0.7 https://prismix.dev/news/dc80b541bae5 2026-05-20 monthly 0.7 https://i0.wp.com/electrek.co/wp-content/uploads/sites/3/2019/08/Tesla-Solar-Roof-quote.jpg?resize=1200%2C628&quality=82&strip=all&ssl=1 Tesla Solar Roof is on life support as it pivot to panels Article URL: https://electrek.co/2026/05/14/tesla-solar-roof-promise-vs-reality-pivot-panels/ Comments URL: https://news.ycombinator.com/item?id=48165980 Points: 211 # Comments: 211 https://prismix.dev/news/86ce94e8f5e3 2026-05-20 monthly 0.7 https://external-preview.redd.it/S3ysOoivVQ6v-ysqFPEE6IY1bJtsmwcE1zkc_G2mlTU.png?width=640&crop=smart&auto=webp&s=15021f67059da84b27645a529d96fb15b511bf45 "Elias Thorne" is what eight different LLMs name a lighthouse keeper. He's also selling cancer treatment advice on Amazon Disclosure: I wrote this article with the purpose of contributing to the wider conversation of how we keep a useful internet when the cost of generating low-quality content reaches the floor, likely d https://prismix.dev/news/755cc961cf5c 2026-05-20 monthly 0.7 https://miro.medium.com/v2/resize:fit:786/1*ReF3mNjFvvyzz9pw9aOtsw.png I Found Ultra-Pure Quantum Crystals in an Abandoned Mine in the Atacama Desert Article URL: https://medium.com/@breid.at/ultra-pure-quantum-crystals-from-an-abandoned-mine-in-a-mysterious-desert-93cc87d12314 Comments URL: https://news.ycombinator.com/item?id=48165797 Points: 215 https://prismix.dev/news/c59f5386d840 2026-05-20 monthly 0.7 https://external-preview.redd.it/l8lXrypOb-ofAJsK87FJejuZ-yZh2TPMbwcPf-_Q7X4.png?width=640&crop=smart&auto=webp&s=123bff20610e2643d3e64f5109b62052bf4fd8a8 webui: support video files as input by foldl · Pull Request #22830 · ggml-org/llama.cpp now you can talk about videos   submitted by   /u/jacek2023 [link]   [comments] https://prismix.dev/news/2f8b4827eba6 2026-05-20 monthly 0.7 https://prismix.dev/news/7a3387026c33 2026-05-20 monthly 0.7 https://prismix.dev/news/5309fb39bf20 2026-05-20 monthly 0.7 https://external-preview.redd.it/xISOdgHIIDRjWPpPeAPdE8lRaOM1EJGHTWNc6BiG5Xc.png?width=640&crop=smart&auto=webp&s=fa68e02b837396c8d98a856c5d7c28d27464dd38 G4-Meromero-31B-Uncensored-Heretic Is Out Now, a Finetune of Gemma 4 31B It Designed for Creative Tasks, With Kld of 0.0100 and 15/100 Refusals! Provided in both Safetensors and GGUFs. Safetensors: llmfan46/G4-MeroMero-31B-uncensored-heretic: https://huggingface.co/llmfan46/G4-MeroMero-31B-uncensored-heretic GGUFs: llmfan46/G4-MeroMero-31B-unc https://prismix.dev/news/4431d0563489 2026-05-20 monthly 0.7 https://prismix.dev/news/a380619b2630 2026-05-20 monthly 0.7 https://prismix.dev/news/d7cf3d125447 2026-05-20 monthly 0.7 https://prismix.dev/news/51cb385bd983 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!TodJ!,w_1200,h_675,c_fill,f_jpg,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3a790a5d-5a16-46fc-91c7-d850bf3e48b3_2000x1120.jpeg A nicer voltmeter clock Article URL: https://lcamtuf.substack.com/p/a-nicer-voltmeter-clock Comments URL: https://news.ycombinator.com/item?id=48164432 Points: 259 # Comments: 31 https://prismix.dev/news/5781b1ab1351 2026-05-20 monthly 0.7 https://prismix.dev/news/cf4d43e87a35 2026-05-20 monthly 0.7 https://prismix.dev/news/cb764dce1c1b 2026-05-20 monthly 0.7 https://prismix.dev/news/979a2e8ad7b4 2026-05-20 monthly 0.7 https://prismix.dev/news/1ea002c3e2c7 2026-05-20 monthly 0.7 https://prismix.dev/news/66cf8d179987 2026-05-20 monthly 0.7 https://prismix.dev/news/3417fc715cdb 2026-05-20 monthly 0.7 https://external-preview.redd.it/Dx2GrW__plXl7fvZIIgoVwQmp24kh7Tt9V9RJfcN_4s.png?width=640&crop=smart&auto=webp&s=9dad782a7a30b3853688285b6dc070c7ef6acd6f gemma-4-Ortenzya-The-Creative-Wordsmith-31B-it-uncensored-heretic is Out Now, A Writing Finetune that Aims to Improve Gemma 4 31B it Writing Quality with More Natural English and Better Prose, Good for Creative Writings, Translations and RPs! Provided in both Safetensors and GGUFs. llmfan46/gemma-4-Ortenzya-The-Creative-Wordsmith-31B-it-uncensored-heretic: https://huggingface.co/llmfan46/gemma-4-Ortenzya-The-Creative-Wordsmith-31B-it-uncen https://prismix.dev/news/0174d8e48e63 2026-05-20 monthly 0.7 https://prismix.dev/news/302020456d99 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2019/06/GettyImages-958260352.jpg?resize=1200,1074 The haves and have nots of the AI gold rush The vibes around the current AI boom aren't great, even in the tech industry. https://prismix.dev/news/1ce944843449 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/25iIHzkpMZU6D9guaSf5JD/fdbc74ef48943e248e832d406c68695c/SEO_Card__2_.png?w=1600&h=900&fit=fill OpenAI and Government of Malta partner to roll out ChatGPT Plus to all citizens Article URL: https://openai.com/index/malta-chatgpt-plus-partnership/ Comments URL: https://news.ycombinator.com/item?id=48163392 Points: 200 # Comments: 233 https://prismix.dev/news/ea5df2fb02e2 2026-05-20 monthly 0.7 https://prismix.dev/news/d9b60e40f92b 2026-05-20 monthly 0.7 https://preview.redd.it/cw2g0cgwzj1h1.gif?frame=1&width=140&height=78&auto=webp&s=5067890c025281d8825ccd8e1c280d010acd451e Local Qwen 3.6 vs frontier models on a coding primitive: single-file HTML canvas driving animation - results and GIFs Saw this post comparing Qwen 3.6 variants on coding primitives, so I wanted to see how local quants stack up against frontier models on a similar dense, single-file coding task. I ran the exact same p https://prismix.dev/news/83255dfddef0 2026-05-20 monthly 0.7 https://prismix.dev/news/2cfef118d57a 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/bd67ed7a-9e42-4d03-8978-11c7b322d5ad_300x168.jpeg The mistake of conflating intelligence and power f this is your definition of intelligence is the ability to achieve your goals across a wide variety of domains, then Stalin was the most intelligent person who ever lived. https://prismix.dev/news/ae9fde10dc85 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/c8ed868d-6197-4209-9d77-1b7513f1c1ae_1264x694.png Notes on pretraining parallelisms and failed training runs. Deeply researched interviews https://prismix.dev/news/ca2c727f4ff9 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/a224a528-8ab3-4269-ab6f-e38c6fbeab1f_960x822.jpeg RLVR might be disproportionately bad at science the verification loop for theories can be on the order of decades and centuries, and even then we know today as the better theory can often actually make worse predictions https://prismix.dev/news/a6f376d57925 2026-05-20 monthly 0.7 https://prismix.dev/news/6ec3df8be66e 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2025/02/business-research-getty.jpg?resize=1200,800 Research repository ArXiv will ban authors for a year if they let AI do all the work ArXiv is doing more to crack down on the careless use of large language models in scientific papers. https://prismix.dev/news/5348c6ddef70 2026-05-20 monthly 0.7 https://external-preview.redd.it/MvsgGpkiufmFBUI4Ku0WpMloaxvVoA36xgYSZXkeaP8.png?width=640&crop=smart&auto=webp&s=3d81f0474d6ce384c88fd28c1b5a9cdb65771a1b GitHub - richardr1126/openreader: An open-source read-along document reader server with high-quality TTS options, synchronized highlighting, and audiobook export for EPUB, PDF, DOCX, TXT, and MD. Sharing my latest release of OpenReader v3.0.0, an open-source text-to-speech document reader and audiobook exporter. It has been live for over a year now, and slowly has gained 300+ GitHub stars. Wha https://prismix.dev/news/84de44c1998e 2026-05-20 monthly 0.7 https://external-preview.redd.it/JVFAZ9kL9Ds-ucCwvXP2aT2-6WBtqddrD7cWFxdGoos.png?width=70&height=70&auto=webp&s=59a343af3b4a78062b6d64c1790e9079f750dc0c Corsair desktop PC with Ryzen 395 and 128GB of unified RAM, has anyone tested it for LLM? Seems "a good" price   submitted by   /u/Acu17y [link]   [comments] https://prismix.dev/news/5b3f6cf2aac1 2026-05-20 monthly 0.7 https://prismix.dev/news/810398dd5496 2026-05-20 monthly 0.7 https://prismix.dev/news/ca2a302dbf38 2026-05-20 monthly 0.7 https://prismix.dev/news/09200088a2ec 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!S79s!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff60acac9-5993-474e-84f9-8805792bddef_1024x576.jpeg Latest open artifacts (#21): Open model bonanza! Gemma 4, DeepSeek V4, Kimi K2.6, MiMo 2.5, GLM-5.1 & others. On CAISI's V4 assessment. An eventful month with one flagship release after another https://prismix.dev/news/d5a2ca01bbd2 2026-05-20 monthly 0.7 https://blog.frankmtaylor.com/wp-content/uploads/2026/05/image-1024x545.png HTML Lists Article URL: https://blog.frankmtaylor.com/2026/05/13/you-dont-know-html-lists/ Comments URL: https://news.ycombinator.com/item?id=48161861 Points: 218 # Comments: 41 https://prismix.dev/news/9bf915659a52 2026-05-20 monthly 0.7 https://prismix.dev/news/81466870d091 2026-05-20 monthly 0.7 https://prismix.dev/news/d99b62315aae 2026-05-20 monthly 0.7 https://prismix.dev/news/9620fb3381ea 2026-05-20 monthly 0.7 https://prismix.dev/news/2b8d169d7ecc 2026-05-20 monthly 0.7 https://prismix.dev/news/90fa86b32a43 2026-05-20 monthly 0.7 https://prismix.dev/news/6c19c44b6ad0 2026-05-20 monthly 0.7 https://prismix.dev/news/583db80a2318 2026-05-20 monthly 0.7 https://prismix.dev/news/38c13c00237b 2026-05-20 monthly 0.7 https://preview.redd.it/fgq8e0swsi1h1.png?width=640&crop=smart&auto=webp&s=1376d513ddfdeeb56ba9ad93366b037a322d2e87 Made and Published a Paper Comparing Analysis of CNN and Vision Transformer Architectures for Brain Tumor Detection [R] Hi everyone 😄 A while ago I worked on a project where I compared computer vision architectures on detecting and classifying brain tumors in brain MRI scans. I was looking for some feedback on the met https://prismix.dev/news/bee63b783f85 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/GettyImages-2273248471.jpg?resize=1200,800 OpenAI co-founder Greg Brockman reportedly takes charge of product strategy OpenAI's latest shakeup comes as the company reportedly plans to combine ChatGPT and its programming product Codex. https://prismix.dev/news/e3e0a6117aed 2026-05-20 monthly 0.7 https://external-preview.redd.it/SUpP2W70yEJURelJXdlg55vEG-pY9R9tHMIRIKBfA6U.png?width=140&height=70&auto=webp&s=a3ad623900c3152a801985e0f5b4b5f0380e19c7 Extension idea: llama-server with custom samplers Just an idea and a prototype (made by Qwen3.6-27B-UD-Q6_K_XL via OpenCode) for allowing users to add custom sampling logic to llama-server without having to maintain their own entire fork and without https://prismix.dev/news/22cafd26e265 2026-05-20 monthly 0.7 https://tii.imgix.net/article/pictures/newsletters-production/ac36cc5f-acd7-4656-87da-242a1026f0cd-0yOWXT.jpg?auto=compress San Francisco’s Robo-Fight Club, General Catalyst’s Divisive Virality Welcome, Weekenders! In this newsletter: • The Big Read: Why Trump officials and VCs love a nuclear power startup’s brute-force approach • Biotech: The case of the disappearing embryo startups • Plus, https://prismix.dev/news/1037abad067e 2026-05-20 monthly 0.7 https://prismix.dev/news/1fabba01c502 2026-05-20 monthly 0.7 https://preview.redd.it/i7zrhcv4hi1h1.png?width=640&crop=smart&auto=webp&s=0374acc8d5917087bf939a50b61696c5afbce231 macOS support in Lemonade has graduated out of beta! All major Lemonade capabilities, including OmniRouter, coding, image gen, speech gen, and transcription are all available on Lemonade for macOS thanks to the hard work of u/GeramyL . If you're on macO https://prismix.dev/news/eabf70255d21 2026-05-20 monthly 0.7 https://prismix.dev/news/75454782a599 2026-05-20 monthly 0.7 https://preview.redd.it/wmuii8r68i1h1.png?width=140&height=78&auto=webp&s=65caa815f95e6005d0231263e9512a1d5425937c A very important milestone for me in the AI field. https://preview.redd.it/wmuii8r68i1h1.png?width=1672&format=png&auto=webp&s=ab2a21eb9cc361fb2080ad90ec7207b0e1263419 Three days ago, I officially released my first AI research paper: STAM (Stable Trai https://prismix.dev/news/90ae19cf7218 2026-05-20 monthly 0.7 https://prismix.dev/news/5605f118fd06 2026-05-20 monthly 0.7 https://preview.redd.it/3j9qt4mruh1h1.png?width=140&height=140&crop=1:1,smart&auto=webp&s=01d3aedb11f96a85c72147e8c85aa573afdca3cc Built a 6x cheaper CodeRabbit alternative using open source models Coderabbit apparently uses GPT + Claude models to review PRs and it costed $60/month. So I grabbed a friend and made a alternative which does the same things but uses open source models as backend ins https://prismix.dev/news/3eb4d8e38dfe 2026-05-20 monthly 0.7 https://prismix.dev/news/f2a8d34b9194 2026-05-20 monthly 0.7 https://prismix.dev/news/e05f55615e72 2026-05-20 monthly 0.7 https://preview.redd.it/1mwo5r3wqh1h1.jpeg?width=640&crop=smart&auto=webp&s=94840a3019a25e554fce4f387b7cb8faecee212b MTP PR Merged!!! Llamas, LFG!!! 🎉🎉🎉   submitted by   /u/Valuable_Touch5670 [link]   [comments] https://prismix.dev/news/da3dfc11b7a1 2026-05-20 monthly 0.7 https://external-preview.redd.it/vnsyubY1IAZVoaMnqRo6I0XSAjhs8c52Nr4OTZ3Bkzw.png?width=640&crop=smart&auto=webp&s=693b8fc5f89ae9b41cdc0b9bc403c4cf68996161 llama + spec: MTP Support by am17an · Pull Request #22673 · ggml-org/llama.cpp https://huggingface.co/ggml-org/Qwen3.6-27B-MTP-GGUF https://huggingface.co/ggml-org/Qwen3.6-35B-A3B-MTP-GGUF   submitted by   /u/jacek2023 [link]   [comments] https://prismix.dev/news/bd40f441c9cb 2026-05-20 monthly 0.7 https://prismix.dev/news/5ac920f21bfc 2026-05-20 monthly 0.7 http://creativecommons.org/images/public/somerights20.gif Accelerando (2005) Article URL: https://www.antipope.org/charlie/blog-static/fiction/accelerando/accelerando.html Comments URL: https://news.ycombinator.com/item?id=48159241 Points: 242 # Comments: 140 https://prismix.dev/news/45902f284acb 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/2b841d26-5b2d-4be9-9710-d89d4f023f0c_1600x900.png Recent Developments in LLM Architectures: KV Sharing, mHC, and Compressed Attention From Gemma 4 to DeepSeek V4, How New Open-Weight LLMs Are Reducing Long-Context Costs https://prismix.dev/news/c03d32604ad7 2026-05-20 monthly 0.7 https://preview.redd.it/40kc44wjfh1h1.png?width=640&crop=smart&auto=webp&s=3f8e77ffcf44d52c513fec8d0c1f207e19213725 That's a good news... Looks like it finally happens... MTP getting approved for llama.cpp. Time to prepare for the update.   submitted by   /u/Pjotrs [link]   [comments] https://prismix.dev/news/43f092fa318c 2026-05-20 monthly 0.7 https://preview.redd.it/bqcsckw4ch1h1.png?width=140&height=140&crop=1:1,smart&auto=webp&s=11131a2f6c0c5a960529a5fddf158c3448199a7d Reduce your GPU power limit I'd like to note, I'm effectively a layman at this and have no idea what I'm talking about. Inspired by another post, I wanted to do some testing on power limit adjustments impact on token processing https://prismix.dev/news/00470ac4bbb2 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2018/05/roulette-1152x648.jpg The US is betting on AI to catch insider trading in prediction markets The Commodity Futures Trading Commission wants us to know it's taking this very seriously. https://prismix.dev/news/8f187cbe5092 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png δ-mem: Efficient Online Memory for Large Language Models Article URL: https://arxiv.org/abs/2605.12357 Comments URL: https://news.ycombinator.com/item?id=48158506 Points: 218 # Comments: 57 https://prismix.dev/news/517f3b693455 2026-05-20 monthly 0.7 https://assets.newatlas.com/dims4/default/1487b32/2147483647/strip/true/crop/1080x567+0+257/resize/1200x630!/quality/85/?url=https%3A%2F%2Fnewatlas-brightspot.s3.amazonaws.com%2F2a%2F1f%2F20ecfe324eaa915abc13453ccd38%2Fautism-fecal-transplant-2b.jpg&rf.image_optimisation=0 Fecal transplants for autism deliver success in clinical trials Article URL: https://refractor.io/adhd-autism/fecal-transplants-for-autism-delivers-success-in-clinical-trials/ Comments URL: https://news.ycombinator.com/item?id=48158494 Points: 213 # Comments: 157 https://prismix.dev/news/17dceae0d030 2026-05-20 monthly 0.7 https://prismix.dev/news/bc2f663b5543 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/a9S-lpYmX-DLzRBwEp2fZiwpb-giomkC7WKUb9ADy7H60qkNVW9gcU0rfSFsNYP_1xCXvuWENlXuL8dg0BXdx6fT4aPahTACdZr9nV1oSh566yGYMA=w1440-h810-n-nu Strengthening Singapore’s AI Future: A New National Partnership Google DeepMind and Singapore partner to apply frontier AI to address complex challenges across health, education, and sustainability and more. https://prismix.dev/news/2e11c74be8b7 2026-05-20 monthly 0.7 https://external-preview.redd.it/59zryWtVSRjzLle8FYPebsmFaT0C3VsnWXw8EEVLUag.png?width=320&crop=smart&auto=webp&s=96d504f13d18dc0af5d9d79c53091f9fc8b1cc39 What's in a GGUF, besides the weights - and what's still missing?   submitted by   /u/_wsgeorge [link]   [comments] https://prismix.dev/news/a3658c3fdace 2026-05-20 monthly 0.7 https://prismix.dev/news/02d12042ee6c 2026-05-20 monthly 0.7 /static/og-image.png We've made the world too complicated Article URL: https://user8.bearblog.dev/the-world-is-too-complicated/ Comments URL: https://news.ycombinator.com/item?id=48158065 Points: 230 # Comments: 209 https://prismix.dev/news/c28761bd2967 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/RRWZ_nZ59KXFBNWW_oiS0kGJRFR7sZ4piKoZlqiGIqOvCEV2zDnfUw9flGniS-_07IUJaFPnxAtF2ByteQYDdu4wL4j7QjrPECV2s_eZLtXNY0o1tw=w1440-h810-n-nu Finding the molecular switches behind new infectious diseases Clare Bryant uses Co-Scientist to identify genetic triggers in emerging infectious diseases. https://prismix.dev/news/4bb07558bb37 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/bruRdamTW0SCOcZRs-NfATzhcQt62JqXHBaNglb0OeWdoF8-R-5DKSqHiqPKVsqZGv_lqdnYJba_pQFzJOLiXb_v5-RfCGbb4zsBa8gW0Gqhbef_zA=w1440-h810-n-nu Opening new paths in aging research Calico Life Sciences uses Co-Scientist to connect scattered findings and generate new leads in aging research. https://prismix.dev/news/f5132994aca5 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/3h3nAvDwFN57YUfrG59wjwEMGddVIYyQzepHB34vW8l6_Q-Uke374QARpIKIb3MOqpvkrO4lA5BMv0B4h4SSVV4a802qKdJCrYwe-HP3Zidq4Mw3VA=w1440-h810-n-nu Accelerating discovery of liver disease mechanisms Filippo Menolascina uses Co-Scientist to identify new liver disease treatments and explain why existing drugs only help certain patients. https://prismix.dev/news/6ce8ca3ce4aa 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/4F1rutY8SXwalKp9-aTWKZ0LZ__WErzYeusPi2bSyMbPt3WYL3UgPTLwSkZjpUk4Y6EeYrjSKgeU6hke8OTLhUBL4LtOq3K-EkwTHOvuKUb1at4Zpg=w1440-h810-n-nu Uniting biological toolkits for a new approach to ALS Co-Scientist unites Boston Children’s Hospital and MIT’s labs to explore new RNA-based treatments for ALS. https://prismix.dev/news/7807ac298692 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/GRNhN2TKzUNwGxoWz9jN_-ZirZnwswDQozn8BMUtlrPzvi2wgFrGvOl3TMh-Sc0Ru_9SHe5dfY9vR1s9B8VN37EzmJrbk2CDUcAUF7XDSmGBvjcn=w1440-h810-n-nu Uncovering repurposed medicines to fight liver fibrosis Stanford geneticist uses Co-Scientist to help find new treatments for chronic liver disease and liver fibrosis. https://prismix.dev/news/f0e6a3769355 2026-05-20 monthly 0.7 https://prismix.dev/news/12e7eb89714d 2026-05-20 monthly 0.7 https://prismix.dev/news/5259ad19d0b9 2026-05-20 monthly 0.7 https://prismix.dev/news/e0cc6bc2cfed 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!vBnf!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5fea6bb8-3298-434e-afef-3eea148ba10c_2048x1263.png [AINews] Cerebras' $60B IPO: Slowly, then All at Once Congrats Big Chip! https://prismix.dev/news/32d324855ff5 2026-05-20 monthly 0.7 https://prismix.dev/news/5ee745039067 2026-05-20 monthly 0.7 https://prismix.dev/news/1c8f3fa51238 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/NXumPYOsyPOUJLgTSzwr7rd5saJJRbAKtte-JBTcuXljFaaXN5xKvsGbQizzAVM3G9RFM0Z_rRKzFOSZ-gB1JlmG6kKB3w-Ols1p5zc4AIdn6McMvw=w1440-h810-n-nu How WeatherNext helped the National Hurricane Center better predict Hurricane Melissa’s historic landfall in Jamaica Learn how our WeatherNext AI model help forecasters give communities unprecedented time to prepare ahead of the historic Hurricane Melissa. https://prismix.dev/news/1a7b0d87e1a4 2026-05-20 monthly 0.7 https://prismix.dev/news/a9f1a6007228 2026-05-20 monthly 0.7 https://prismix.dev/news/1961e9e6e5be 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15185/gradient.png Quantitative Video World Model Evaluation for Geometric-Consistency Abstract A quantitative framework called PDI-Bench is introduced for evaluating geometric coherence in generated videos through monocular reconstruction and projective-geometry residuals, revealing ge https://prismix.dev/news/4ea6b1a9e662 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14389/gradient.png Nexus : An Agentic Framework for Time Series Forecasting Abstract Nexus is a multi-agent forecasting framework that decomposes time series prediction into specialized stages, enabling effective integration of numerical patterns and contextual information fo https://prismix.dev/news/0f053792a0bb 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14392/gradient.png Learning to Build the Environment: Self-Evolving Reasoning RL via Verifiable Environment Synthesis Abstract Self-improving language models construct environments for training rather than generating data, utilizing stable solve-verify asymmetry to maintain informative rewards during learning. AI-gen https://prismix.dev/news/020d13a520dd 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14607/gradient.png ViMU: Benchmarking Video Metaphorical Understanding Abstract Video understanding models lack capability to interpret implicit meanings and social contexts beyond literal visual comprehension, necessitating new benchmarking approaches. AI-generated summ https://prismix.dev/news/2124abf0684c 2026-05-20 monthly 0.7 /posts/no-way-to-prevent-this/image.png 'No way to prevent this,' says only package manager where this regularly happens Article URL: https://kevinpatel.xyz/posts/no-way-to-prevent-this/ Comments URL: https://news.ycombinator.com/item?id=48155690 Points: 204 # Comments: 73 https://prismix.dev/news/36d4b8ced6ca 2026-05-20 monthly 0.7 https://preview.redd.it/4foy9m8e2e1h1.png?width=140&height=71&auto=webp&s=b4976dc7d9ee7ac388befbe904aafb6bd4146730 Can a 5090 with qwen3.6 achieve > 3,000 tok/s ? bring your pitchforks (open-dllm) so background - these people. Fred Zhangzhi Peng, Shuibai Zhang, Alex Tong, worked on converting AR -> diffusion (its already working from older models). https://oval-shell-31c.notion.site/Open-dLLM-O https://prismix.dev/news/75cd45c0dc48 2026-05-20 monthly 0.7 https://prismix.dev/news/20383a0947db 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/25iIHzkpMZU6D9guaSf5JD/fdbc74ef48943e248e832d406c68695c/SEO_Card__2_.png?w=1600&h=900&fit=fill OpenAI and Malta partner to bring ChatGPT Plus to all citizens OpenAI and Malta partner to expand AI access, offering ChatGPT Plus and training to help citizens build practical AI skills and use AI responsibly. https://prismix.dev/news/5ae711b26a90 2026-05-20 monthly 0.7 https://prismix.dev/news/157d906a1a61 2026-05-20 monthly 0.7 https://prismix.dev/news/66b3fc10ba4d 2026-05-20 monthly 0.7 https://prismix.dev/news/402e85971ead 2026-05-20 monthly 0.7 https://www.erlang.org/assets/img/erlang-228x200.png Erlang/OTP 29.0 Article URL: https://www.erlang.org/news/188 Comments URL: https://news.ycombinator.com/item?id=48155297 Points: 207 # Comments: 37 https://prismix.dev/news/4c604812e37a 2026-05-20 monthly 0.7 https://prismix.dev/news/d3da56b7e6cd 2026-05-20 monthly 0.7 https://external-preview.redd.it/y-ikf6bPv-UmJdrSXKOtXaFA_6zkxMptyd_BMSkv2ms.png?width=640&crop=smart&auto=webp&s=e72f98739ac6e628579b045b0a376661835d177d Luce Megakernal: Why nobody is taking about this? Everyone has been taking about Luce DFlash and PFlash. I just came across their megakernal and it seems it was released along with Dflash and PFlash. It seems it's giving them 1.8x greater speed with https://prismix.dev/news/7ea88e9721cb 2026-05-20 monthly 0.7 https://prismix.dev/news/923ad4a88b70 2026-05-20 monthly 0.7 https://prismix.dev/news/f53f7bc59698 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/gemini-3-5__keywordstatement__metacard__light.width-1300.png Gemini 3.5: frontier intelligence with action Gemini 3.5 is built to help you execute complex, agentic workflows. https://prismix.dev/news/736ab00eed94 2026-05-20 monthly 0.7 https://prismix.dev/news/13783656b8e1 2026-05-20 monthly 0.7 https://opengraph.githubassets.com/2f60b9cb8d36844e41fd9f8928e4f835986563ad05e1d09f71f092a119e0b28a/chiennv2000/orthrus Orthrus-Qwen3: up to 7.8×tokens/forward on Qwen3, identical output distribution Article URL: https://github.com/chiennv2000/orthrus Comments URL: https://news.ycombinator.com/item?id=48154865 Points: 206 # Comments: 40 https://prismix.dev/news/46f46c09155c 2026-05-20 monthly 0.7 https://prismix.dev/news/1ff09972d7cd 2026-05-20 monthly 0.7 https://prismix.dev/news/086056054a16 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/GettyImages-1675604392-1152x648-1778878573.jpg Authors fight for higher payouts from Anthropic’s $1.5B copyright settlement Lawyers accused of rushing historic settlement to seize $320 million in fees. https://prismix.dev/news/d74dfaaf1ce5 2026-05-20 monthly 0.7 https://prismix.dev/news/4336def6f24d 2026-05-20 monthly 0.7 https://prismix.dev/news/c127774275c4 2026-05-20 monthly 0.7 https://external-preview.redd.it/083e-cLGxMMXYbMxpB87jjbtr_kt_0r9yOtJIsZVktU.jpeg?width=140&height=122&auto=webp&s=a57f909c516724c9b74482c0e483197fa836e224 Finding the 4x 3090 Sweet Spot https://preview.redd.it/8o43bjhe9d1h1.png?width=5346&format=png&auto=webp&s=1c87c2ee8b8ffff43495f543266056b0e26d3947 In another post I had someone ask me about the power draw of the 4x 3090 setup so I https://prismix.dev/news/c74f38900a8d 2026-05-20 monthly 0.7 https://external-preview.redd.it/M3MzbHhmbTU4ZDFoMa0_YtO1NCsYRofXEIzfndsez2JEq7tvwl3kgin3BYHi.png?width=640&crop=smart&auto=webp&s=024a540db25bd228b1009c7fbdbc8eeb1f62a477 RAG on Snapdragon X2 Laptop, 200K documents. Qualcomm recently released the new 𝐒𝐧𝐚𝐩𝐝𝐫𝐚𝐠𝐨𝐧 𝐗2 𝐥𝐚𝐩𝐭𝐨𝐩 𝐜𝐡𝐢𝐩𝐬𝐞𝐭. I immediately ordered one: ASUS Zenbook A16 16" 3K OLED Touchscreen Laptop — Snapdragon X2 Elite Extreme (2026) https://prismix.dev/news/ade95f7164c7 2026-05-20 monthly 0.7 https://prismix.dev/news/a22ceefb61d6 2026-05-20 monthly 0.7 https://preview.redd.it/i7vdix6swc1h1.png?width=140&height=119&auto=webp&s=cd1f1f10d9c3d35a94ff7b009dcf64ca8801cb52 Dynamically allocating compute budget to hard set of problems and evolving the sections with Qwen-35B-A3B gets you near GPT-5.4-xHigh on HLE   submitted by   /u/Ryoiki-Tokuiten [link]   [comments] https://prismix.dev/news/b5c5c267610c 2026-05-20 monthly 0.7 https://prismix.dev/news/c0174a0d9381 2026-05-20 monthly 0.7 https://prismix.dev/news/85c4545616ca 2026-05-20 monthly 0.7 https://prismix.dev/news/4c7cce74772b 2026-05-20 monthly 0.7 https://prismix.dev/news/7e4ed798e8a9 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15193/gradient.png Aligning Latent Geometry for Spherical Flow Matching in Image Generation Abstract Geodesic flow matching improves image generation by projecting latents onto fixed radius spheres and using spherical linear interpolation instead of linear paths, preserving semantic content https://prismix.dev/news/03b2f9a46bd3 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.01018/gradient.png WildTableBench: Benchmarking Multimodal Foundation Models on Table Understanding In the Wild Abstract WildTableBench is introduced as the first question-answering benchmark for real-world table images, revealing significant challenges in structural perception and numerical reasoning for exist https://prismix.dev/news/db64faae7f79 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/skg.jpg California bill would require patches or refunds when online games shut down Article URL: https://arstechnica.com/gaming/2026/05/bill-to-keep-online-games-playable-clears-key-hurdle-in-california/ Comments URL: https://news.ycombinator.com/item?id=48152994 Points: 359 # Commen https://prismix.dev/news/b589c9982481 2026-05-20 monthly 0.7 https://prismix.dev/news/500b372c691a 2026-05-20 monthly 0.7 https://prismix.dev/news/08f4f5da672f 2026-05-20 monthly 0.7 https://prismix.dev/news/45aba5e9d315 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/02/GettyImages-2236544149.jpg?resize=1200,800 The OpenAI trial wraps up, and the Musk founder machine keeps spinning The Musk v. Altman trial came to a close this week, and the final arguments kept circling back to one question: can we trust the people in charge of AI? All of this is playing out as SpaceX https://prismix.dev/news/0e14edda7294 2026-05-20 monthly 0.7 https://preview.redd.it/kmqh40q2nc1h1.gif?width=640&crop=smart&s=11a11fc317145097f6fb9b0324343ed3070d7b09 Orthrus-Qwen3-8B : up to 7.8×tokens/forward on Qwen3-8B, frozen backbone, provably identical output distribution Code: https://github.com/chiennv2000/orthrus Paper: https://arxiv.org/abs/2605.12825 HF: https://huggingface.co/chiennv/Orthrus-Qwen3-1.7B ; https://huggingface.co/chiennv/Orthrus-Qwen3-4B ; https://h https://prismix.dev/news/09dfc18a3aa3 2026-05-20 monthly 0.7 https://prismix.dev/news/b376e5704e32 2026-05-20 monthly 0.7 https://blog.zulip.com/_astro/zulip-cover.CJjNjBYz.png The Zulip Foundation Article URL: https://blog.zulip.com/2026/05/15/announcing-zulip-foundation/ Comments URL: https://news.ycombinator.com/item?id=48152168 Points: 230 # Comments: 57 https://prismix.dev/news/2b9436bbd288 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/01/ai-slop-1152x648.jpg Send the arXiv AI-generated slop, get a yearlong vacation from submissions One of the site's moderators described the new policy on social media. https://prismix.dev/news/b7d74b9adcb6 2026-05-20 monthly 0.7 https://prismix.dev/news/db1eb3dc7b4d 2026-05-20 monthly 0.7 https://prismix.dev/news/1bad708b9cd0 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/GettyImages-1370931116.jpeg?resize=1200,801 Silicon Valley’s vacationland needs a new energy provider just as AI is driving prices up Lake Tahoe, Silicon Valley's favorite ski spot, is about to get hit with higher energy prices as AI drives demand for electricity. https://prismix.dev/news/3ad7f3941ffb 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/GettyImages-2156972504-1024x648.jpg OpenAI feels “burned” by Apple’s crappy ChatGPT integration, insiders say Judge orders Apple to give Musk internal messages discussing secretive ChatGPT deal. https://prismix.dev/news/6170c69cfeed 2026-05-20 monthly 0.7 https://prismix.dev/news/00facac849d5 2026-05-20 monthly 0.7 https://prismix.dev/news/6194eab0e0a8 2026-05-20 monthly 0.7 https://macdailynews.com/wp-content/uploads/2026/05/260515_auto_agent.png U.S. DOJ demands Apple and Google unmask over 100k users of car-tinkering app Article URL: https://macdailynews.com/2026/05/15/u-s-doj-demands-apple-and-google-unmask-over-100000-users-of-popular-car-tinkering-app-in-emissions-crackdown/ Comments URL: https://news.ycombinator.c https://prismix.dev/news/8a1bed7ce136 2026-05-20 monthly 0.7 https://preview.redd.it/5lsf6l5w4c1h1.gif?frame=1&width=140&height=72&auto=webp&s=023b02ee925924f982e6eea09bbeefbe039d00ab Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion [R] Paper: https://arxiv.org/abs/2605.12825 Code: https://github.com/chiennv2000/orthrus Disclosure: co-author. Idea: Inject a trainable diffusion attention module into each layer of a frozen AR Transform https://prismix.dev/news/819cbe673bcb 2026-05-20 monthly 0.7 https://external-preview.redd.it/MnR1cXpnd2IyYzFoMdyWD99j4kYlVmnmRiVn7rsRj0RjxWBgO0pdaccGT8MT.png?width=640&crop=smart&auto=webp&s=ef9cfd1cb11854af60c4692d4cc6f742e323c556 I built a self-hosted open-source MCP server that gives any local LLM real financial data — SEC filings, 13F, insider & congressional trades, short data, FRED One thing missing when running local models as agents: real, current data. So I built Equibles — a self-hosted MCP server that scrapes and serves public U.S. financial data and exposes it as MCP tools https://prismix.dev/news/356ef8a420e4 2026-05-20 monthly 0.7 https://i0.wp.com/stratechery.com/wp-content/uploads/2026/05/GettyImages-2276124586.jpg?resize=1700%2C1133&ssl=1 2026.20: Shifting Alliances in a Changing World The best Stratechery content from the week of May 11, 2026, including a new kind of computing, Elon Musk, and 360 degrees of US-China relations. https://prismix.dev/news/ed787888edef 2026-05-20 monthly 0.7 https://prismix.dev/news/13e9b9473024 2026-05-20 monthly 0.7 https://prismix.dev/news/368517eefde0 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!CLft!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F115728b3-001d-44d0-89a6-e3bbf165dd2a_900x495.jpeg Monthly Roundup #42: May 2026 At least we probably won’t have another pandemic. https://prismix.dev/news/d51588934aa7 2026-05-20 monthly 0.7 https://prismix.dev/news/ee73bc2e229a 2026-05-20 monthly 0.7 https://www.gutenberg.org/gutenberg/pg-logo-144x144.png Project Gutenberg – keeps getting better Article URL: https://www.gutenberg.org/ Comments URL: https://news.ycombinator.com/item?id=48150431 Points: 212 # Comments: 64 https://prismix.dev/news/b1c26f3ab416 2026-05-20 monthly 0.7 https://prismix.dev/news/44ca40c8b915 2026-05-20 monthly 0.7 https://prismix.dev/news/d0a35e434ae9 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!fBEG!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fca9b723a-86e3-4ede-98b1-80166c998791_7982x4093.png Weekly Top Picks #121 Hottest AI job: FDEs / Trump in China / No jobpocalypse / AI models fixing benchmarks / Americans agree: "no datacenters here" / Claude 3 vs Claude 4 https://prismix.dev/news/72113f6d9207 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!211l!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F98fa0b5b-8ad2-4971-bec4-b892c76d6f20_1229x945.png Eric Jang – Building AlphaGo from scratch AlphaGo is still the cleanest worked example of the primitives of intelligence: search, learning from experience, and self-play. https://prismix.dev/news/1097ba82e0f7 2026-05-20 monthly 0.7 https://github.blog/wp-content/uploads/2026/05/image1.png?resize=1024%2C908 Building a general-purpose accessibility agent—and what we learned in the process Learn about the experimental general-purpose accessibility agent that GitHub is piloting. The post Building a general-purpose accessibility agent—and what we learned in the process appeared first on T https://prismix.dev/news/15bdfa1f329f 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2025/02/GettyImages-2195918462.jpg?w=1024 OpenAI launches ChatGPT for personal finance, will let you connect bank accounts Once users connect their accounts, they will see a dashboard of their portfolio performance, spending, subscriptions, and upcoming payments. https://prismix.dev/news/9f3536a089ec 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.06554/gradient.png Long Context Pre-Training with Lighthouse Attention Abstract Lighthouse Attention enables efficient training of causal transformers at long sequences by using hierarchical selection-based attention that reduces computational complexity while maintainin https://prismix.dev/news/21e649c28916 2026-05-20 monthly 0.7 https://external-preview.redd.it/aGt1bXd5M3JnYjFoMV7RKtKIY4fEikl-2rUf3OxRngZByjuo5uT_hX1oQoYA.png?width=640&crop=smart&auto=webp&s=b12fc5188b20a929135f6d6958a360b8e8b917a0 Built a fully offline suitcase robot around a Jetson Orin NX SUPER 16GB. Gemma 4 E4B, ~200ms cached TTFT, 30+ sensors, no WiFi/BT/cellular. He has opinions. Sparky runs entirely on the Jetson. Gemma 4 E4B at Q4_K_M via llama.cpp with q8_0 KV cache and flash attention. 12K context, native system role, sampler defaults from the model card. Cached TTFT aroun https://prismix.dev/news/458b3b28d839 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15012/gradient.png Boosting Reinforcement Learning with Verifiable Rewards via Randomly Selected Few-Shot Guidance Abstract FEST is a few-shot demonstration-guided reinforcement learning algorithm that achieves strong performance with minimal supervised fine-tuning data by combining supervised signals, on-policy l https://prismix.dev/news/9efbe54c3abf 2026-05-20 monthly 0.7 https://prismix.dev/news/c8d9ed79e0b1 2026-05-20 monthly 0.7 https://static.inaturalist.org/photos/660343826/large.jpg Western Gull, Rock Pigeon Western Gull, Rock Pigeon, in Los Angeles Area (custom), CA, US I went for a bird walk in the morning before PyCon, and we spotted a local seagull enjoying a Starbucks. https://prismix.dev/news/6af63f9c2b84 2026-05-20 monthly 0.7 https://prismix.dev/news/12ea9dc9a8c8 2026-05-20 monthly 0.7 https://prismix.dev/news/7ec212e0aaf4 2026-05-20 monthly 0.7 https://external-preview.redd.it/S5OZvyayHCYHKHKOke9ZgGp0q2jh8YStqokgKxcmEDM.png?width=640&crop=smart&auto=webp&s=92a70b8d7a2a22be093d8e9da8efaea73724420f MTP Incoming today!   submitted by   /u/GotHereLateNameTaken [link]   [comments] https://prismix.dev/news/38bcb6065a87 2026-05-20 monthly 0.7 https://prismix.dev/news/37c0b9c0e725 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!IcQc!,w_1200,h_675,c_fill,f_jpg,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F59b5aba9-cceb-4232-a830-05f8520b6850_2420x1283.png US AI policy is a clumsy mess. Here’s what to do about it. 1200 bills, state and federal, and no framework https://prismix.dev/news/64e915d96e03 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/04/Runway-founders.jpg?resize=1200,960 Runway started by helping filmmakers. Now it wants to beat Google at AI. AI video generation startup Runway is betting that video generation is the path to world models. And that being an AI outsider is an advantage, not a liability. https://prismix.dev/news/afcb5bb66fc9 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/projectboson-1152x648.jpg Pennsylvanians use town hall meeting to rail against data center boom “This is a public trust and transparency issue.” https://prismix.dev/news/1cfcabb8ab7e 2026-05-20 monthly 0.7 https://prismix.dev/news/0b47330b6a72 2026-05-20 monthly 0.7 https://prismix.dev/news/1635f685d5eb 2026-05-20 monthly 0.7 https://projectzero.google/images/preview_image.png A 0-click exploit chain for the Pixel 10 Article URL: https://projectzero.google/2026/05/pixel-10-exploit.html Comments URL: https://news.ycombinator.com/item?id=48148460 Points: 203 # Comments: 85 https://prismix.dev/news/b37175e931ca 2026-05-20 monthly 0.7 https://external-preview.redd.it/-uk02SK4K4kYAS_nKBvv7-WvMdyTHvy89ZHv19b5I2o.png?width=640&crop=smart&auto=webp&s=ec9cf16f6aba0bfb0f568143bdcdaae1936261f3 GitHub - pwilkin/openmoss: OpenMOSS pure C++ pipeline based on GGML I'm uploading a full GGML-based pipeline for OpenMOSS ( https://huggingface.co/OpenMOSS-Team/MOSS-TTS ) that I've vibe-coded for myself in case someone else finds it useful. TTS models are notoriously https://prismix.dev/news/467da891db99 2026-05-20 monthly 0.7 https://turso.tech/images/blog/the-wonders-of-ai/cover.png We are retiring our bug bounty program Article URL: https://turso.tech/blog/the-wonders-of-ai Comments URL: https://news.ycombinator.com/item?id=48148391 Points: 255 # Comments: 154 https://prismix.dev/news/0029905e5f60 2026-05-20 monthly 0.7 https://prismix.dev/news/72f82a342c9e 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12243/gradient.png PreScam: A Benchmark for Predicting Scam Progression from Early Conversations Abstract PreScam benchmark enables modeling of scam progression through multi-turn conversations by structuring real-world reports according to a scam kill chain and annotating psychological actions a https://prismix.dev/news/69a8a9147b15 2026-05-20 monthly 0.7 https://prismix.dev/news/7273bc993893 2026-05-20 monthly 0.7 https://external-preview.redd.it/epT7j8PVOew2TKr4Y6IGxeukZ1W2rSemNVdVOrHaYm0.png?width=140&height=75&auto=webp&s=6cf791741a311816fd41f4f7d2f95351b0ed98b2 [FOUNDING] SupraLabs - real open-source AI models for you! https://preview.redd.it/k6lub2ypva1h1.png?width=1500&format=png&auto=webp&s=cd44452c86b5216fec17113a72f43bbf169edafb Hey r/LocalLLaMA ! We founded SupraLabs , and it's huge! What we do? We train, fine https://prismix.dev/news/c8ecf0d055c6 2026-05-20 monthly 0.7 https://prismix.dev/news/2b965a995958 2026-05-20 monthly 0.7 https://prismix.dev/news/f5fe52345186 2026-05-20 monthly 0.7 https://prismix.dev/news/46b05abe59a4 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14984/gradient.png Sat3DGen: Comprehensive Street-Level 3D Scene Generation from Single Satellite Image Abstract Sat3DGen addresses the challenge of generating street-level 3D scenes from satellite images by employing a geometry-first approach that improves both geometric accuracy and photorealism throu https://prismix.dev/news/27379b04d1b5 2026-05-20 monthly 0.7 https://preview.redd.it/oqftq95ama1h1.png?width=640&crop=smart&auto=webp&s=7022fb3e8b5924c44a54a427a026c462b77a9aee Evaluated a RAG chatbot and the most expensive model was the worst performer. Notes on what actually moved the needle. We had a customer support RAG bot. Standard setup: ChromaDB, system prompt, an LLM doing generation. Nobody had actually measured the response quality. In the name of evaluation, I only had a keyword https://prismix.dev/news/b1e81d0d37de 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/osaurus-techcrunch-2-1.png?resize=1200,675 Osaurus brings both local and cloud AI models to your Mac Osaurus combines local and cloud AI models in a Mac app that keeps users’ memory, files, and tools on their own hardware. https://prismix.dev/news/1d14881a2bd6 2026-05-20 monthly 0.7 https://radicle.dev/assets/images/og-card.png Radicle: Sovereign {code forge} built on Git Article URL: https://radicle.dev/ Comments URL: https://news.ycombinator.com/item?id=48147603 Points: 220 # Comments: 74 https://prismix.dev/news/8658d308e351 2026-05-20 monthly 0.7 https://prismix.dev/news/bbf67d7fbc97 2026-05-20 monthly 0.7 https://external-preview.redd.it/IfPoaGWeClazSZy4SVwW3r5Xqf16NsqxPN-dpy_5fGM.png?width=140&height=75&auto=webp&s=d64526aeaddf4ea1b99a98187486373c633501d8 2 old RTX 2080 Ti with 22GB vram each Qwen3.6 27B at 38 token/s with f16 kv cache PLEASE KEEP IN MIND BOTH OF MY CARDS ARE POWER LIMITED TO 150W (i hate noise) ------- Just wanted to share my current setup, that might help some users out there... services: llama-server: image: ghcr https://prismix.dev/news/12f54af5501a 2026-05-20 monthly 0.7 https://external-preview.redd.it/jvlFwt7Xuq31hiAAwUg4LjvvyoNTWzIgn-fJtr4qfwI.png?width=640&crop=smart&auto=webp&s=f3af088e14575188aeee059e1c5c386c0d955f49 ByteDance-Seed/Cola-DLM · Hugging Face Cola DLM ( Co ntinuous La tent D iffusion L anguage M odel) is a hierarchical continuous latent-space diffusion language model. It combines a Text VAE with a block-causal Diffusion Transformer (DiT) p https://prismix.dev/news/e75089214132 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.07637/gradient.png Learning to Communicate Locally for Large-Scale Multi-Agent Pathfinding Abstract Multi-agent pathfinding solver enhanced with learnable communication module improves coordination and performance while maintaining scalability. AI-generated summary Multi-agent pathfinding ( https://prismix.dev/news/149a1b135713 2026-05-20 monthly 0.7 https://prismix.dev/news/5a4f8bbb4428 2026-05-20 monthly 0.7 ./images/pikachu.png Prolog Basics Explained with Pokémon Article URL: https://unplannedobsolescence.com/blog/prolog-basics-pokemon/ Comments URL: https://news.ycombinator.com/item?id=48147091 Points: 215 # Comments: 34 https://prismix.dev/news/e4d47e2d7b14 2026-05-20 monthly 0.7 https://gazagnaire.org/blog/og/2026-05-14-borealis.png O(x)Caml in Space Article URL: https://gazagnaire.org/blog/2026-05-14-borealis.html Comments URL: https://news.ycombinator.com/item?id=48147058 Points: 204 # Comments: 49 https://prismix.dev/news/73834b611b4d 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!V9C0!,w_1200,h_675,c_fill,f_jpg,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa6fa0283-2093-481c-a484-dd86d2cc67cf_1024x562.png The sigmoids won't save you Article URL: https://www.astralcodexten.com/p/the-sigmoids-wont-save-you Comments URL: https://news.ycombinator.com/item?id=48147021 Points: 204 # Comments: 206 https://prismix.dev/news/dd608e3f6dcd 2026-05-20 monthly 0.7 https://prismix.dev/news/4ad4048ccffa 2026-05-20 monthly 0.7 https://prismix.dev/news/07d60f6153ce 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/Cat-Wu-1152x648-1778778452.jpg Claude Code's product lead talks usage limits, transparency, and the "lean harness" "We have no grand plan," says Anthropic's Cat Wu—but that's by design. https://prismix.dev/news/70dfa4bd68b8 2026-05-20 monthly 0.7 https://external-preview.redd.it/9IFvibqCDMwSBLc0xBpK94PyM2HfACz5kNuKfDteiWQ.png?width=640&crop=smart&auto=webp&s=f1a19580259f393970c927a093cfbed4d481072a internlm/Intern-S2-Preview · Hugging Face Introduction We introduce Intern-S2-Preview , an efficient 35B scientific multimodal foundation model. Beyond conventional parameter and data scaling, Intern-S2-Preview explores task scaling : increas https://prismix.dev/news/dda0d6d4ba78 2026-05-20 monthly 0.7 https://opengraph.githubassets.com/d4b85f872eaaabd167711977013b45db8e2416c9c2d6e827f2de7fe8b286aead/Andyyyy64/whichllm Show HN: Find the best local LLM for your hardware, ranked by benchmarks Article URL: https://github.com/Andyyyy64/whichllm Comments URL: https://news.ycombinator.com/item?id=48146369 Points: 224 # Comments: 38 https://prismix.dev/news/b288ac2d46de 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12034/gradient.png Boosting Omni-Modal Language Models: Staged Post-Training with Visually Debiased Evaluation Abstract Research demonstrates that current omni-modal benchmarks may inflate performance through visual shortcuts, and shows that post-training techniques can improve model performance on a cleaned b https://prismix.dev/news/84154f75dc63 2026-05-20 monthly 0.7 https://prismix.dev/news/9c2c20462254 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14438/gradient.png BEAM: Binary Expert Activation Masking for Dynamic Routing in MoE Abstract BEAM enables dynamic expert selection in Mixture-of-Experts models through trainable binary masks, achieving significant computational savings while maintaining high performance. AI-generated https://prismix.dev/news/46247f548d24 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14454/gradient.png LiSA: Lifelong Safety Adaptation via Conservative Policy Induction Abstract LiSA enables adaptive safety guardrails for AI agents by converting occasional failures into reusable policy abstractions and using evidence-aware confidence gating to improve performance und https://prismix.dev/news/955a732811a2 2026-05-20 monthly 0.7 https://prismix.dev/news/5602ed1121bb 2026-05-20 monthly 0.7 https://prismix.dev/news/338bc5b8ed04 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15155/gradient.png Self-Distilled Agentic Reinforcement Learning Abstract SDAR enhances reinforcement learning for multi-turn agent training by integrating self-distillation through a sigmoid gate that selectively strengthens positive token-level guidance while mit https://prismix.dev/news/5d03afbe348e 2026-05-20 monthly 0.7 https://external-preview.redd.it/zBM3Q0BMuMnzdNmwjYefv8ra5P4p88GM4Fy8A1TwI0s.png?width=640&crop=smart&auto=webp&s=1a25c7f5437d15da8ba689878cabf317ba3eba8c I kept a running list of every LLM term that actually matters for production, cleaned it up and open sourced it Been building with LLMs for a while and kept hitting terms where the standard definition was useless for making engineering decisions. So I kept a personal doc, eventually it hit 30+ terms across infe https://prismix.dev/news/51d04dcd9f0a 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13852/gradient.png Realiz3D: 3D Generation Made Photorealistic via Domain-Aware Learning Abstract Realiz3D addresses the domain gap between synthetic renders and real images in 3D-consistent image generation by decoupling visual domain from control signals through residual adapters and la https://prismix.dev/news/da2e3d809aca 2026-05-20 monthly 0.7 https://prismix.dev/news/ebf49dd657d1 2026-05-20 monthly 0.7 https://preview.redd.it/qaravzn8a91h1.png?width=140&height=140&crop=1:1,smart&auto=webp&s=cbe1a183d2c50c87145517bf45e45daffc5d0bc8 Came home to find Pi with Qwen3.627B had run rm -rf ..... on the build cache because it had run my computer out of disk space. So I assign my coding agent (pi) a task, and then leave the house. I come back an hour later to see a couple messages containing rm https://prismix.dev/news/a5bbfb083366 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14445/gradient.png FrontierSmith: Synthesizing Open-Ended Coding Problems at Scale Abstract FrontierSmith automates the creation of open-ended coding problems from closed-ended tasks, improving LLM coding performance on benchmarks through diverse problem variants and enhanced agent https://prismix.dev/news/8cddf0f88ec9 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14068/gradient.png CurveBench: A Benchmark for Exact Topological Reasoning over Nested Jordan Curves Abstract CurveBench presents a benchmark for hierarchical topological reasoning using visual inputs, demonstrating significant challenges in exact topology-aware visual reasoning even with advanced mo https://prismix.dev/news/98be8b1c132e 2026-05-20 monthly 0.7 https://prismix.dev/news/9b507cb4f18b 2026-05-20 monthly 0.7 https://prismix.dev/news/ab8319aabc89 2026-05-20 monthly 0.7 https://preview.redd.it/biksbgq0n81h1.png?width=140&height=83&auto=webp&s=7a8c91bf1ffda252eaa7216733059149f8c85a8c I am not sure if I should be proud or not. I managed to get working 4 sub-agents Qwen3.6 35b on dual rtx 3090, I am using deepseek as orchestrator. https://preview.redd.it/biksbgq0n81h1.png?width=783&format=png&auto=webp&s=cf8a4481c1ac439c3283 https://prismix.dev/news/86ad9c69ef82 2026-05-20 monthly 0.7 https://prismix.dev/news/48e955862a77 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11459/gradient.png Overcoming Dynamics-Blindness: Training-Free Pace-and-Path Correction for VLA Models Abstract Vision-Language-Action models suffer from temporal blindness in dynamic environments, but a training-free correction method using quadratic optimization improves performance by addressing pac https://prismix.dev/news/f13fd43a2a2f 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13169/gradient.png PanoWorld: Towards Spatial Supersensing in 360^circ Panorama World Abstract PanoWorld with spherical spatial cross-attention enables panoramic reasoning by leveraging equirectangular projection structure and geometry-aware supervision. AI-generated summary Multimodal https://prismix.dev/news/b0e08f3161df 2026-05-20 monthly 0.7 https://prismix.dev/news/d56abba484f4 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13027/gradient.png PRISM: Prior Rectification and Uncertainty-Aware Structure Modeling for Diffusion-Based Text Image Super-Resolution Abstract PRISM is a diffusion-based text super-resolution framework that improves accuracy under severe degradation by using flow-matching prior rectification and uncertainty-aware residual encoding. https://prismix.dev/news/07d6098d5ad1 2026-05-20 monthly 0.7 https://prismix.dev/news/03eb9ea01316 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14876/gradient.png Unlocking Complex Visual Generation via Closed-Loop Verified Reasoning Abstract A closed-loop visual reasoning framework integrates visual-language planning with diffusion generation to improve complex image synthesis while addressing latency and optimization challenges. https://prismix.dev/news/fab1794d6ba7 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.00180/gradient.png RouteProfile: Elucidating the Design Space of LLM Profiles for Routing Abstract LLM profiling design significantly impacts routing performance, with structured profiles and query-level signals demonstrating superior reliability and generalization compared to flat profile https://prismix.dev/news/fe3e142aac07 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15198/gradient.png ATLAS: Agentic or Latent Visual Reasoning? One Word is Enough for Both Abstract ATLAS presents a visual reasoning framework that combines agentic operations and latent representations using functional tokens, enabling efficient training and improved performance on comple https://prismix.dev/news/0bf34180313f 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.09681/gradient.png Forcing-KV: Hybrid KV Cache Compression for Efficient Autoregressive Video Diffusion Models Abstract Autoregressive video diffusion models face scalability issues due to high attention complexity and memory overhead from redundant key-value caches, which are addressed through a hybrid compre https://prismix.dev/news/5a7c68da8ccd 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14323/gradient.png Dynamic Latent Routing Abstract Temporal composition of sub-policies in MDPs with time-varying rewards enables optimal policy recovery through generalized Dijkstra search, which inspires a dynamic latent routing method for https://prismix.dev/news/b11c40cb9008 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.06527/gradient.png STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Abstract Large language models struggle to update personalized memories when new evidence emerges, requiring contextual inference and commonsense reasoning to detect implicit conflicts, as demonstrate https://prismix.dev/news/3fe519911f80 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15141/gradient.png Causal Forcing++: Scalable Few-Step Autoregressive Diffusion Distillation for Real-Time Interactive Video Generation Abstract A novel causal consistency distillation method enables efficient frame-wise video generation with reduced latency and improved quality compared to existing chunk-wise approaches. AI-generated https://prismix.dev/news/2b8c41f58b12 2026-05-20 monthly 0.7 https://prismix.dev/news/ba0d9b9d357f 2026-05-20 monthly 0.7 https://static.simonwillison.net/static/2026/qr-code-generate.jpg QR code generator Tool: QR code generator Claude helped me build this tool for creating QR codes, for both text/URLs and for connecting to WiFi networks. Tags: vibe-coding , tools , generative-ai , ai , llms https://prismix.dev/news/25243cbc386f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Vision-Based Runtime Monitoring under Varying Specifications using Semantic Latent Representations arXiv:2605.13923v1 Announce Type: new Abstract: We study certified runtime monitoring of past-time signal temporal logic (ptSTL) from visual observations under partial observability. The monitor must https://prismix.dev/news/ffd007915559 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Mechanistic Interpretability of EEG Foundation Models via Sparse Autoencoders arXiv:2605.13930v1 Announce Type: new Abstract: EEG foundation models achieve state-of-the-art clinical performance, yet the internal computations driving their predictions remain opaque: a barrier to https://prismix.dev/news/90822349dc73 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Rethinking Molecular OOD Generalization via Target-Aware Source Selection arXiv:2605.13932v1 Announce Type: new Abstract: Robust prediction of molecular properties under extreme out-of-distribution (OOD) scenarios is a pivotal bottleneck in AI-driven drug discovery. Current https://prismix.dev/news/fdc033de12e5 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Unsupervised learning of acquisition variability in structural connectomes via hybrid latent space modeling arXiv:2605.13933v1 Announce Type: new Abstract: Acquisition differences across sites, scanners, and protocols in dMRI introduce variability that complicates structural connectome analysis. This motiva https://prismix.dev/news/493cd8278d3a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Beyond Mode-Seeking RL: Trajectory-Balance Post-Training for Diffusion Language Models arXiv:2605.13935v1 Announce Type: new Abstract: Diffusion language models are a promising alternative to autoregressive models, yet post-training methods for them largely adapt reward-maximizing objec https://prismix.dev/news/2dd2db18c863 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Towards the Next Frontier of LLMs, Training on Private Data: A Cross-Domain Benchmark for Federated Fine-Tuning arXiv:2605.13936v1 Announce Type: new Abstract: The recent success of large language models (LLMs) has been largely driven by vast public datasets. However, the next frontier for LLM development lies https://prismix.dev/news/068f1588cd71 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents arXiv:2605.13941v1 Announce Type: new Abstract: Long-term memory is essential for LLM agents that operate across multiple sessions, yet existing memory systems treat retrieval infrastructure as fixed: https://prismix.dev/news/e96559102b99 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png EMA: Efficient Model Adaptation for Learning-based Systems arXiv:2605.13942v1 Announce Type: new Abstract: Machine learning (ML) is increasingly applied to optimize system performance in tasks such as resource management and network simulation. Unlike traditi https://prismix.dev/news/1020a41fa5af 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Unified Geometric Framework for Weighted Contrastive Learning arXiv:2605.13943v1 Announce Type: new Abstract: Contrastive learning (CL) aims to preserve relational structure between samples by learning representations that reflect a similarity graph. Yet, the ge https://prismix.dev/news/10afdd11421f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Collider-Bench: Benchmarking AI Agents with Particle Physics Analysis Reproduction arXiv:2605.13950v1 Announce Type: new Abstract: Autonomous language-model agents are increasingly evaluated on long-horizon tool-use tasks, but existing benchmarks rarely capture the complexity and nu https://prismix.dev/news/920375a214ff 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png WarmPrior: Straightening Flow-Matching Policies with Temporal Priors arXiv:2605.13959v1 Announce Type: new Abstract: Generative policies based on diffusion and flow matching have become a dominant paradigm for visuomotor robotic control. We show that replacing the stan https://prismix.dev/news/b2e806b613af 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Towards Resource-Efficient LLMs: End-to-End Energy Accounting of Distillation Pipelines arXiv:2605.13981v1 Announce Type: new Abstract: The rise in deployment of large language models has driven a surge in GPU demand and datacenter scaling, raising concerns about electricity use, grid st https://prismix.dev/news/0b89f873e46c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png TabPFN-3: Technical Report arXiv:2605.13986v1 Announce Type: new Abstract: Tabular data underpins most high-value prediction problems in science and industry, and TabPFN has driven the foundation model revolution for this modal https://prismix.dev/news/db0100413b8f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Neural Fields for NV-Center Inverse Sensing arXiv:2605.13988v1 Announce Type: new Abstract: Inverse problems in scientific sensing are often solved with either hand-designed regularizers or supervised networks trained on simulated labels, yet b https://prismix.dev/news/4f4077e6de95 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png HodgeCover: Higher-Order Topological Coverage Drives Compression of Sparse Mixture-of-Experts arXiv:2605.13997v1 Announce Type: new Abstract: Sparse Mixture-of-Experts (MoE) layers route tokens through a handful of experts, and learning-free compression of these layers reduces inference cost w https://prismix.dev/news/6a51bd1d086d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Support Before Frequency in Discrete Diffusion arXiv:2605.13999v1 Announce Type: new Abstract: Discrete diffusion models are increasingly competitive for language modeling, yet it remains unclear how their denoising objectives organize learning. A https://prismix.dev/news/5bd1ba263711 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Dywave: Event-Aligned Dynamic Tokenization for Heterogeneous IoT Sensing Signal arXiv:2605.14014v1 Announce Type: new Abstract: Internet of Things (IoT) systems continuously collect heterogeneous sensing signals from ubiquitous sensors to support intelligent applications such as https://prismix.dev/news/8c883526d92a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png R2R2: Robust Representation for Intensive Experience Reuse via Redundancy Reduction in Self-Predictive Learning arXiv:2605.14026v1 Announce Type: new Abstract: For reinforcement learning in data-scarce domains like real-world robotics, intensive data reuse enhances efficiency but induces overfitting. While prio https://prismix.dev/news/3dbc19126d3e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Self-Pruned Key-Value Attention: Learning When to Write by Predicting Future Utility arXiv:2605.14037v1 Announce Type: new Abstract: Under modern test-time compute and agentic paradigms, language models process ever-longer sequences. Efficient text generation with transformer architec https://prismix.dev/news/61e2ea8952ac 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Reliability-Gated Source Anchoring for Continual Test-Time Adaptation arXiv:2605.14063v1 Announce Type: new Abstract: Continual test-time adaptation (CTTA) updates a pretrained model online on an unlabeled, non-stationary stream while anchoring it to a frozen source che https://prismix.dev/news/13a9e08964bb 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Comparative Evaluation of Machine Learning Approaches for Minority-Class Financial Distress Prediction Under Class Imbalance Constraints arXiv:2605.14067v1 Announce Type: new Abstract: Financial distress prediction remains a significant challenge in enterprise risk analysis due to the highly imbalanced nature of real-world financial da https://prismix.dev/news/702f679c7dc7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SurF: A Generative Model for Multivariate Irregular Time Series Forecasting arXiv:2605.14069v1 Announce Type: new Abstract: Irregularly sampled multivariate event streams remain a stubbornly difficult modality for generative modeling: tokenization-based approaches break down https://prismix.dev/news/b1c07ac6dafb 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png AttnGen: Attention-Guided Saliency Learning for Interpretable Genomic Sequence Classification arXiv:2605.14073v1 Announce Type: new Abstract: Deep neural networks have achieved strong performance in genomic sequence classification; however, relating their predictions to biologically meaningful https://prismix.dev/news/8c08cb2b305e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Fair and Calibrated Toxicity Detection with Robust Training and Abstention arXiv:2605.14074v1 Announce Type: new Abstract: Fairness in toxicity classification involves three integrated axes: ranking, calibration, and abstention. Training-time interventions and post-hoc safet https://prismix.dev/news/94969120dc35 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Rethinking Layer Relevance in Large Language Models Beyond Cosine Similarity arXiv:2605.14075v1 Announce Type: new Abstract: Large language models (LLMs) have revolutionized natural language processing. Understanding their internal mechanisms is crucial for developing more int https://prismix.dev/news/16ccb4a40df0 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Mini-JEPA Foundation Model Fleet Enables Agentic Hydrologic Intelligence arXiv:2605.14120v1 Announce Type: new Abstract: Geospatial foundation models compress multispectral observations into dense embeddings increasingly used in natural-language environmental reasoning sys https://prismix.dev/news/52f4ae7630a8 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Reinforcement Learning for Tool-Calling Agents in Fast Healthcare Interoperability Resources (FHIR) arXiv:2605.14126v1 Announce Type: new Abstract: Fast Healthcare Interoperability Resources (FHIR) is the dominant standard for interoperable exchange of healthcare data. In FHIR, electronic health rec https://prismix.dev/news/f8a01cdd29ba 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png bde: A Python Package for Bayesian Deep Ensembles via MILE arXiv:2605.14146v1 Announce Type: new Abstract: bde is a user-friendly Python package for Bayesian Deep Ensembles with a particular focus on tabular data. Built on an efficient JAX implementation of t https://prismix.dev/news/03fa59db292b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Systematic Evaluation of Imbalance Handling Methods in Biomedical Binary Classification arXiv:2605.14147v1 Announce Type: new Abstract: Objective: The primary goal of this study was to systematically examine the impact of commonly used imbalance handling methods (IHMs) on predictive perf https://prismix.dev/news/b4fe3f67cea3 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Uncovering Trajectory and Topological Signatures in Multimodal Pediatric Sleep Embeddings arXiv:2605.14156v1 Announce Type: new Abstract: While generative models have shown promise in pediatric sleep analysis, the latent structure of their multimodal embeddings remains poorly understood. T https://prismix.dev/news/69b3f4f5351f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Finite Sample Bounds for Learning with Score Matching arXiv:2605.14168v1 Announce Type: new Abstract: Learning of continuous exponential family distributions with unbounded support remains an important area of research for both theory and applications in https://prismix.dev/news/b2fbf255a63a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png CSI-JEPA: Towards Foundation Representations for Ubiquitous Sensing with Minimal Supervision arXiv:2605.14171v1 Announce Type: new Abstract: Channel state information (CSI) provides a widely available sensing modality for human and environment perception, but existing CSI sensing models usual https://prismix.dev/news/dac1cee8d7ec 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png LLMs Know When They Know, but Do Not Act on It: A Metacognitive Harness for Test-time Scaling arXiv:2605.14186v1 Announce Type: new Abstract: Large language models (LLMs) often expose useful signals of self-monitoring: before solving a problem, they can estimate whether they are likely to succ https://prismix.dev/news/19b5a3919c35 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png How to Scale Mixture-of-Experts: From muP to the Maximally Scale-Stable Parameterization arXiv:2605.14200v1 Announce Type: new Abstract: Recent frontier large language models predominantly rely on Mixture-of-Experts (MoE) architectures. Despite empirical progress, there is still no princi https://prismix.dev/news/9944eed56390 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Towards Fine-Grained and Verifiable Concept Bottleneck Models arXiv:2605.14210v1 Announce Type: new Abstract: Concept Bottleneck Models (CBMs) offer interpretable alternatives to black-box predictors by introducing human-relatable concepts before the final outpu https://prismix.dev/news/0071a4106a81 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PreFT: Prefill-only finetuning for efficient inference arXiv:2605.14217v1 Announce Type: new Abstract: Large language models can now be personalised efficiently at scale using parameter efficient finetuning methods (PEFTs), but serving user-specific PEFTs https://prismix.dev/news/cdb5c7e78250 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Diagnosing Training Inference Mismatch in LLM Reinforcement Learning arXiv:2605.14220v1 Announce Type: new Abstract: Modern LLM RL systems separate rollout generation from policy optimization. These two stages are expected to produce token probabilities that match exac https://prismix.dev/news/d978470a6163 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png DT-Transformer: A Foundation Model for Disease Trajectory Prediction on a Real-world Health System arXiv:2605.14227v1 Announce Type: new Abstract: Accurate disease trajectory prediction is critical for early intervention, resource allocation, and improving long-term outcomes. While electronic healt https://prismix.dev/news/6c00ddb23f3d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png AudioMosaic: Contrastive Masked Audio Representation Learning arXiv:2605.14231v1 Announce Type: new Abstract: Audio self-supervised learning (SSL) aims to learn general-purpose representations from large-scale unlabeled audio data. While recent advances have bee https://prismix.dev/news/c56b254cedba 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Quantum Advantage in Multi Agent Reinforcement Learning arXiv:2605.14235v1 Announce Type: new Abstract: We present an empirical evaluation of quantum entanglement in agent coordination within quantum multi agent reinforcement learning (QMARL). While QMARL https://prismix.dev/news/1798d75f5b3c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Active Learners as Efficient PRP Rerankers arXiv:2605.14236v1 Announce Type: new Abstract: Pairwise Ranking Prompting (PRP) elicits pairwise preference judgments from an LLM, which are then aggregated into a ranking, usually via classical sort https://prismix.dev/news/57a2257a1329 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Paraphrasing Attack Resilience of Various AI-Generated Text Detection Methods arXiv:2605.14240v1 Announce Type: new Abstract: The recent large-scale emergence of LLMs has left an open space for dealing with their consequences, such as plagiarism or the spread of false informati https://prismix.dev/news/38e9365d0bb7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Latency-Quality Routing for Functionally Equivalent Tools in LLM Agents arXiv:2605.14241v1 Announce Type: new Abstract: Tool-augmented LLM agents increasingly access the same tool type through multiple functionally equivalent providers, such as web-search APIs, retrievers https://prismix.dev/news/2b6067628124 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Artificial Intelligence-Assistant Cardiotocography: Unified Model for Signal Reconstruction, Fetal Heart Rate Analysis, and Variability Assessment arXiv:2605.14242v1 Announce Type: new Abstract: The monitoring of fetal heart rate (FHR) and the assessment of its variability are crucial for preventing fetal compromise and adverse outcomes. However https://prismix.dev/news/7c033b8e2975 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Action-Conditioned Risk Gating for Safety-Critical Control under Partial Observability arXiv:2605.14246v1 Announce Type: new Abstract: Many safety-critical control problems are modeled as risk-sensitive partially observable Markov decision processes, where the controller must make decis https://prismix.dev/news/619c5c8b6e79 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png EnergyLens: Predictive Energy-Aware Exploration for Multi-GPU LLM Inference Optimization arXiv:2605.14249v1 Announce Type: new Abstract: We present EnergyLens, an end-to-end framework for energy-aware large language model (LLM) inference optimization. As LLMs scale, predicting and reducin https://prismix.dev/news/386fc87d2fc8 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Not All Timesteps Matter Equally: Selective Alignment Knowledge Distillation for Spiking Neural Networks arXiv:2605.14252v1 Announce Type: new Abstract: Spiking neural networks (SNNs), which are brain-inspired and spike-driven, achieve high energy efficiency. However, a performance gap between SNNs and a https://prismix.dev/news/7a4ef73955b1 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Architecture-Aware Explanation Auditing for Industrial Visual Inspection arXiv:2605.14255v1 Announce Type: new Abstract: Industrial visual inspection systems increasingly rely on deep classifiers whose heatmap explanations may appear visually plausible while failing to ide https://prismix.dev/news/c69ca119c15a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Dynamics of the Transformer Residual Stream: Coupling Spectral Geometry to Network Topology arXiv:2605.14258v1 Announce Type: new Abstract: Large language models are remarkably capable, yet how computation propagates through their layers remains poorly understood. A growing line of work trea https://prismix.dev/news/d3d3128db6c7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png TILT: Target-induced loss tilting under covariate shift arXiv:2605.14280v1 Announce Type: new Abstract: We introduce and analyze Target-Induced Loss Tilting (TILT) for unsupervised domain adaptation under covariate shift. It is based on a novel objective f https://prismix.dev/news/5da0c97aa435 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Smooth Multi-Policy Causal Effect Estimation in Longitudinal Settings arXiv:2605.14284v1 Announce Type: new Abstract: Comparative evaluation of multiple dynamic treatment policies is essential for healthcare and policy decisions, yet conventional longitudinal causal inf https://prismix.dev/news/cb115c37a34d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png MetaMoE: Diversity-Aware Proxy Selection for Privacy-Preserving Mixture-of-Experts Unification arXiv:2605.14289v1 Announce Type: new Abstract: Mixture-of-Experts (MoE) models scale capacity by combining specialized experts, but most existing approaches assume centralized access to training data https://prismix.dev/news/0816aa4b9014 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Minimal-Intervention KV Retention: A Design-Space Study and a Diversity-Penalty Survivor arXiv:2605.14292v1 Announce Type: new Abstract: KV-cache compression at small budgets is a crowded design space spanning cache representation, head-wise routing, compression cadence, decoding behavior https://prismix.dev/news/a1ce5193ff2f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Policy Optimization in Hybrid Discrete-Continuous Action Spaces via Mixed Gradients arXiv:2605.14297v1 Announce Type: new Abstract: We study reinforcement learning in hybrid discrete-continuous action spaces, such as settings where the discrete component selects a regime (or index) a https://prismix.dev/news/008f882f389e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Language-Induced Priors for Domain Adaptation arXiv:2605.14301v1 Announce Type: new Abstract: Domain adaptation faces a fundamental paradox in the cold-start regime. When target data is scarce, statistical methods fail to distinguish relevant sou https://prismix.dev/news/92a0099cdff3 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Matrix-Space Reinforcement Learning for Reusing Local Transition Geometry arXiv:2605.14304v1 Announce Type: new Abstract: Compositional generalization in sequential decision-making requires identifying which parts of prior rollouts remain useful for new tasks. Existing meth https://prismix.dev/news/67ef6c1df4a7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Beyond Binary: Reframing GUI Critique as Continuous Semantic Alignment arXiv:2605.14311v1 Announce Type: new Abstract: Test-Time Scaling (TTS), which samples multiple candidate actions and ranks them via a Critic Model, has emerged as a promising paradigm for generalist https://prismix.dev/news/3882df356ac5 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Guided Diffusion Sampling for Precipitation Forecast Interventions arXiv:2605.14317v1 Announce Type: new Abstract: Extreme precipitation causes severe societal and economic damage, and weather control has long been discussed as a potential mitigation strategy. Howeve https://prismix.dev/news/c5a284d30c29 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Dynamic Latent Routing arXiv:2605.14323v1 Announce Type: new Abstract: We investigate the temporal concatenation of sub-policies in Markov Decision Processes (MDP) with time-varying reward functions. We introduce General Di https://prismix.dev/news/c6e475f48b3b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png AIM-DDI: A Model-Agnostic Multimodal Integration Module for Drug-Drug Interaction Prediction arXiv:2605.14327v1 Announce Type: new Abstract: Drug-drug interaction (DDI) prediction is a critical task in computational biomedicine, as adverse interactions between co-administered drugs can cause https://prismix.dev/news/139d905cd686 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Nearest-Neighbor Radii under Dependent Sampling arXiv:2605.14343v1 Announce Type: new Abstract: Nearest-neighbor methods are fundamental to classical and modern machine learning, yet their geometric properties are typically analyzed under independe https://prismix.dev/news/ceb39dc53d43 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Exemplar Partitioning for Mechanistic Interpretability arXiv:2605.14347v1 Announce Type: new Abstract: We introduce Exemplar Partitioning (EP), an unsupervised method for constructing interpretable feature dictionaries from large language model activation https://prismix.dev/news/1f41a8e52613 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Distributionally Robust Multi-Task Reinforcement Learning via Adaptive Task Sampling arXiv:2605.14350v1 Announce Type: new Abstract: Multi-task reinforcement learning (MTRL) aims to train a single agent to efficiently optimize performance across multiple tasks simultaneously. However, https://prismix.dev/news/29a3146a976f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png RQ-MoE: Residual Quantization via Mixture of Experts for Efficient Input-Dependent Vector Compression arXiv:2605.14359v1 Announce Type: new Abstract: Vector quantization is a fundamental tool for compressing high-dimensional embeddings, yet existing multi-codebook methods rely on static codebooks that https://prismix.dev/news/3056ec19c264 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png MoRe: Modular Representations for Principled Continual Representation Learning on Squantial Data arXiv:2605.14364v1 Announce Type: new Abstract: Continual learning requires models to adapt to new data while preserving previously acquired knowledge. At its core, this challenge can be viewed as pri https://prismix.dev/news/3ab704286291 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png LoMETab: Beyond Rank-1 Ensembles for Tabular Deep Learning arXiv:2605.14365v1 Announce Type: new Abstract: Recent tabular learning benchmarks increasingly show a tight performance cluster rather than a clear hierarchy among leading methods, spanning gradient https://prismix.dev/news/8dabc7ec618f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Turning Stale Gradients into Stable Gradients: Coherent Coordinate Descent with Implicit Landscape Smoothing for Lightweight Zeroth-Order Optimization arXiv:2605.14373v1 Announce Type: new Abstract: Zeroth-Order (ZO) optimization is pivotal for scenarios where backpropagation is unavailable, such as memory-constrained on-device learning and black-bo https://prismix.dev/news/7088f1aebac6 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Optimal Pattern Detection Tree for Symbolic Rule-Based Classification arXiv:2605.14374v1 Announce Type: new Abstract: Pattern discovery in data plays a crucial role across diverse domains, including healthcare, risk assessment, and machinery maintenance. In contrast to https://prismix.dev/news/6f33d8caa718 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Data-Augmented Game Starts for Accelerating Self-Play Exploration in Imperfect Information Games arXiv:2605.14379v1 Announce Type: new Abstract: Finding approximate equilibria for large-scale imperfect-information competitive games such as StarCraft, Dota, and CounterStrike remains computationall https://prismix.dev/news/ef384665e9bb 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png NodeSynth: Socially Aligned Synthetic Data for AI Evaluation arXiv:2605.14381v1 Announce Type: new Abstract: Recent advancements in generative AI facilitate large-scale synthetic data generation for model evaluation. However, without targeted approaches, these https://prismix.dev/news/97eed70275cd 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Watch your neighbors: Training statistically accurate chaotic systems with local phase space information arXiv:2605.14405v1 Announce Type: new Abstract: Chaotic systems pose fundamental challenges for data-driven dynamics discovery, as small modeling errors lead to exponentially growing trajectory discre https://prismix.dev/news/511c21c0ad8c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png GeoViSTA: Geospatial Vision-Tabular Transformer for Multimodal Environment Representation arXiv:2605.14406v1 Announce Type: new Abstract: Large-scale pretraining on Earth observation imagery has yielded powerful representations of the natural and built environment. However, most existing g https://prismix.dev/news/3dbb9ea9675f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png MahaVar: OOD Detection via Class-wise Mahalanobis Distance Variance under Neural Collapse arXiv:2605.14413v1 Announce Type: new Abstract: Out-of-distribution (OOD) detection is a critical component for ensuring the reliability of deep neural networks in safety-critical applications. In thi https://prismix.dev/news/5f8d45fc29ad 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png What if Tomorrow is the World Cup Final? Counterfactual Time Series Forecasting with Textual Conditions arXiv:2605.14422v1 Announce Type: new Abstract: Time series forecasting has become increasingly critical in real-world scenarios, where future sequences are influenced not only by historical patterns https://prismix.dev/news/2bc6da9a33c1 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Collaborative Yet Personalized Policy Training: Single-Timescale Federated Actor-Critic arXiv:2605.14423v1 Announce Type: new Abstract: Despite the popularity of the actor-critic method and the practical needs of collaborative policy training, existing works typically either overlook env https://prismix.dev/news/142699cf6741 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png FrontierSmith: Synthesizing Open-Ended Coding Problems at Scale arXiv:2605.14445v1 Announce Type: new Abstract: Many real-world coding challenges are open-ended and admit no known optimal solution. Yet, recent progress in LLM coding has focused on well-defined tas https://prismix.dev/news/b2be326ca6e1 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png When Answers Stray from Questions: Hallucination Detection via Question-Answer Orthogonal Decomposition arXiv:2605.14449v1 Announce Type: new Abstract: Hallucination detection in large language models (LLMs) requires balancing accu racy, efficiency, and robustness to distribution shift. Black-box consis https://prismix.dev/news/b0a8c255a9fb 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png LiSA: Lifelong Safety Adaptation via Conservative Policy Induction arXiv:2605.14454v1 Announce Type: new Abstract: As AI agents move from chat interfaces to systems that read private data, call tools, and execute multi-step workflows, guardrails become a last line of https://prismix.dev/news/1e410af7636c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Focused PU learning from imbalanced data arXiv:2605.14467v1 Announce Type: new Abstract: We propose a new method of learning from positive and unlabeled (PU) examples in highly imbalanced datasets. Many real-world problems, such as disease g https://prismix.dev/news/2b43de791624 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Test-Time Learning with an Evolving Library arXiv:2605.14477v1 Announce Type: new Abstract: We introduce EvoLib, a test-time learning framework that enables large language models to accumulate, reuse, and evolve knowledge across problem instanc https://prismix.dev/news/4e06cbc2a2fb 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Novel Schur-Decomposition-Based Weight Projection Method for Stable State-Space Neural-Network Architectures arXiv:2605.14489v1 Announce Type: new Abstract: Building black-box models for dynamical systems from data is a challenging problem in machine learning, especially when asymptotic stability guarantees https://prismix.dev/news/0964f18d97ee 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ROAD: Adaptive Data Mixing for Offline-to-Online Reinforcement Learning via Bi-Level Optimization arXiv:2605.14497v1 Announce Type: new Abstract: Offline-to-online reinforcement learning harnesses the stability of offline pretraining and the flexibility of online fine-tuning. A key challenge lies https://prismix.dev/news/0ed8a66d80fd 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Enjoy Your Layer Normalization with the Computational Efficiency of RMSNorm arXiv:2605.14521v1 Announce Type: new Abstract: Layer normalization (LN) is a fundamental component in modern deep learning, but its per-sample centering and scaling introduce non-negligible inference https://prismix.dev/news/5ea1932b3154 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Lang2MLIP: End-to-End Language-to-Machine Learning Interatomic Potential Development with Autonomous Agentic Workflows arXiv:2605.14527v1 Announce Type: new Abstract: Developing machine learning interatomic potentials (MLIPs) for complex materials systems remains challenging because it requires expertise in atomistic https://prismix.dev/news/dab0ad2c0a0e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Exploring Geographic Relative Space in Large Language Models through Activation Patching arXiv:2605.14535v1 Announce Type: new Abstract: The increased use of Large Language Models (LLMs) in geography raises substantial questions about the safety of integrating these tools across a wide ra https://prismix.dev/news/d88aca4a357b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png RxEval: A Prescription-Level Benchmark for Evaluating LLM Medication Recommendation arXiv:2605.14543v1 Announce Type: new Abstract: Inpatient medication recommendation requires clinicians to repeatedly select specific medications, doses, and routes as a patient's condition evolves. E https://prismix.dev/news/615fcb4b2be9 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Discovering Physical Directions in Weight Space: Composing Neural PDE Experts arXiv:2605.14546v1 Announce Type: new Abstract: Recent advances in neural operators have made partial differential equation (PDE) surrogate modeling increasingly scalable and transferable through larg https://prismix.dev/news/3f64a08172c2 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Multi-Dimensional Model Integrity and Responsibility Assessment Index and Scoring Framework arXiv:2605.14550v1 Announce Type: new Abstract: Artificial intelligence in high-stakes tabular domains cannot be evaluated by predictive performance alone, yet current practice still assesses explaina https://prismix.dev/news/143509e6e96b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SeesawNet: Towards Non-stationary Time Series Forecasting with Balanced Modeling of Common and Specific Dependencies arXiv:2605.14551v1 Announce Type: new Abstract: Instance normalization (IN) is widely used in non-stationary multivariate time series forecasting to reduce distribution shifts and highlight common pat https://prismix.dev/news/4946a14b8a19 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Efficient Multi-objective Prompt Optimization via Pure-exploration Bandits arXiv:2605.14553v1 Announce Type: new Abstract: Prompt engineering has become central to eliciting the capabilities of large language models (LLMs). At its core lies prompt selection -- efficiently id https://prismix.dev/news/0942d83df76e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Woodelf++: A Fast and Unified Partial Dependence Plot Algorithm for Decision Tree Ensembles arXiv:2605.14578v1 Announce Type: new Abstract: Partial Dependence Plots (PDPs) visualize how changes in a single feature affect the average model prediction. They are widely used in practice to inter https://prismix.dev/news/a40bf86af5d4 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Angel or Demon: Investigating the Plasticity Interventions' Impact on Backdoor Threats in Deep Reinforcement Learning arXiv:2605.14587v1 Announce Type: new Abstract: Extensive research has highlighted the severe threats posed by backdoor attacks to deep reinforcement learning (DRL). However, prior studies primarily f https://prismix.dev/news/2d71fd86fd79 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Silent Collapse in Recursive Learning Systems arXiv:2605.14588v1 Announce Type: new Abstract: Recursive learning -- where models are trained on data generated by previous versions of themselves -- is increasingly common in large language models, https://prismix.dev/news/a72879c3a730 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Fast Rates for Inverse Reinforcement Learning arXiv:2605.14599v1 Announce Type: new Abstract: We establish novel structural and statistical results for entropy-regularized min-max inverse reinforcement learning (Min-Max-IRL) with linear reward cl https://prismix.dev/news/4070f12cb5d0 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png An Amortized Efficiency Threshold for Comparing Neural and Heuristic Solvers in Combinatorial Optimization arXiv:2605.14624v1 Announce Type: new Abstract: A common critique of neural combinatorial-optimization solvers is that they are less energy-efficient than CPU metaheuristics, given the operational ene https://prismix.dev/news/68a17be55dbc 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Action-Inspired Generative Models arXiv:2605.14631v1 Announce Type: new Abstract: We introduce Action-Inspired Generative Models (AGMs), a dual-network generative framework motivated by the observation that existing bridge-matching me https://prismix.dev/news/5a94775987d0 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes arXiv:2605.14632v1 Announce Type: new Abstract: Forecasting multivariate hidden Markov processes is challenging due to nonlinear and nonstationary observations, latent state transitions, and cross-seq https://prismix.dev/news/c823988545a6 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Unbiased and Second-Order-Free Training for High-Dimensional PDEs arXiv:2605.14643v1 Announce Type: new Abstract: Deep learning methods based on backward stochastic differential equations (BSDEs) have emerged as competitive alternatives to physics-informed neural ne https://prismix.dev/news/2b0a293fc7b0 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Slower Generalization, Faster Memorization: A Sweet Spot in Algorithmic Learning arXiv:2605.14659v1 Announce Type: new Abstract: Critical-data-size accounts of grokking suggest a natural post-threshold intuition: once training data is sufficient to identify the underlying rule, ad https://prismix.dev/news/b55b53c060ca 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Merging Methods for Multilingual Knowledge Editing for Large Language Models: An Empirical Odyssey arXiv:2605.13919v1 Announce Type: new Abstract: Multilingual knowledge editing (MKE) remains challenging because language-specific edits interfere with one another, even when locate-then-edit methods https://prismix.dev/news/0e2645230c7c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png VectraYX-Nano: A 42M-Parameter Spanish Cybersecurity Language Model with Curriculum Learning and Native Tool Use arXiv:2605.13989v1 Announce Type: new Abstract: We present VectraYX-Nano, a 41.95M-parameter decoder-only language model trained from scratch in Spanish for cybersecurity, with a Latin-American focus https://prismix.dev/news/be0175edb497 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Mistletoe: Stealthy Acceleration-Collapse Attacks on Speculative Decoding arXiv:2605.14005v1 Announce Type: new Abstract: Speculative decoding has become a widely adopted technique for accelerating large language model (LLM) inference by drafting multiple candidate tokens a https://prismix.dev/news/f47ad4c0720a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Physics-R1: An Audited Olympiad Corpus and Recipe for Visual Physics Reasoning arXiv:2605.14040v1 Announce Type: new Abstract: We audit the multimodal-physics evaluation pipeline end-to-end and document three undetected construction practices that distort how the field measures https://prismix.dev/news/d29da058cf42 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Derivation Prompting: A Logic-Based Method for Improving Retrieval-Augmented Generation arXiv:2605.14053v1 Announce Type: new Abstract: The application of Large Language Models to Question Answering has shown great promise, but important challenges such as hallucinations and erroneous re https://prismix.dev/news/1de7da6e9b6b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PEML: Parameter-efficient Multi-Task Learning with Optimized Continuous Prompts arXiv:2605.14055v1 Announce Type: new Abstract: Parameter-Efficient Fine-Tuning (PEFT) is widely used for adapting Large Language Models (LLMs) for various tasks. Recently, there has been an increasin https://prismix.dev/news/05bb24fa7ca0 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Dual Hierarchical Dialogue Policy Learning for Legal Inquisitive Conversational Agents arXiv:2605.14057v1 Announce Type: new Abstract: Most existing dialogue systems are user-driven, primarily designed to fulfill user requests. However, in many critical real-world scenarios, a conversat https://prismix.dev/news/7b9f9145ea5e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Distribution Corrected Offline Data Distillation for Large Language Models arXiv:2605.14071v1 Announce Type: new Abstract: Distilling reasoning traces from strong large language models into smaller ones is a promising route to improve intelligence in resource-constrained set https://prismix.dev/news/c0b62e7d8dac 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Measuring and Mitigating Toxicity in Large Language Models: A Comprehensive Replication Study arXiv:2605.14087v1 Announce Type: new Abstract: Large Language Models (LLMs), when trained on web-scale corpora, inherently absorb toxic patterns from their training data. This leads to ``toxic degene https://prismix.dev/news/90606f991f78 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png When Evidence Conflicts: Uncertainty and Order Effects in Retrieval-Augmented Biomedical Question Answering arXiv:2605.14115v1 Announce Type: new Abstract: Biomedical retrieval-augmented large language models (LLMs) often face evidence that is incomplete, misleading, or internally contradictory, yet evaluat https://prismix.dev/news/3b1e763d8a58 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Generative Floor Plan Design with LLMs via Reinforcement Learning with Verifiable Rewards arXiv:2605.14117v1 Announce Type: new Abstract: An AI system for professional floor plan design must precisely control room dimensions and areas while respecting the desired connectivity between rooms https://prismix.dev/news/68110ed3bf53 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Polar probe linearly decodes semantic structures from LLMs arXiv:2605.14125v1 Announce Type: new Abstract: How do artificial neural networks bind concepts to form complex semantic structures? Here, we propose a simple neural code, whereby the existence and th https://prismix.dev/news/29ef9f55fb14 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ROK-FORTRESS: Measuring the Effect of Geopolitical Transcreation for National Security and Public Safety arXiv:2605.14152v1 Announce Type: new Abstract: Safety evaluations for large language models (LLMs) increasingly target high-stakes National Security and Public Safety (NSPS) risks, yet multilingual s https://prismix.dev/news/4839289eb036 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png BOOKMARKS: Efficient Active Storyline Memory for Role-playing arXiv:2605.14169v1 Announce Type: new Abstract: Memory systems are critical for role-playing agents (RPAs) to maintain long-horizon consistency. However, existing RPA memory methods (e.g., profiling) https://prismix.dev/news/fee035fa31cb 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Why Retrieval-Augmented Generation Fails: A Graph Perspective arXiv:2605.14192v1 Announce Type: new Abstract: Retrieval-Augmented Generation (RAG) has become a powerful and widely used approach for improving large language models by grounding generation in retri https://prismix.dev/news/8b133a93bdcc 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png GradShield: Alignment Preserving Finetuning arXiv:2605.14194v1 Announce Type: new Abstract: Large Language Models (LLMs) pose a significant risk of safety misalignment after finetuning, as models can be compromised by both explicitly and implic https://prismix.dev/news/506d8d328ada 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png What Makes Words Hard? Sakura at BEA 2026 Shared Task on Vocabulary Difficulty Prediction arXiv:2605.14257v1 Announce Type: new Abstract: We describe two types of models for vocabulary difficulty prediction: a high-accuracy black-box model, which achieved the top shared task result in the https://prismix.dev/news/e2a88ca46e6c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Auditing Agent Harness Safety arXiv:2605.14271v1 Announce Type: new Abstract: LLM agents increasingly run inside execution harnesses that dispatch tools, allocate resources, and route messages between specialized components. Howev https://prismix.dev/news/e05dc34c9ddc 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Factorization-Error-Free Discrete Diffusion Language Model via Speculative Decoding arXiv:2605.14305v1 Announce Type: new Abstract: Discrete diffusion language models improve generation efficiency through parallel token prediction, but standard $X_0$ prediction methods introduce fact https://prismix.dev/news/e1b3c623653c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Ideology Prediction of German Political Texts arXiv:2605.14352v1 Announce Type: new Abstract: Elections represent a crucial milestone in a nation's ongoing development. To better understand the political rhetoric from various movements, ranging f https://prismix.dev/news/333bdd667aac 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png LLM-based Detection of Manipulative Political Narratives arXiv:2605.14354v1 Announce Type: new Abstract: We present a new computational framework for detecting and structuring manipulative political narratives. A task that became more important due to the s https://prismix.dev/news/90a892b5e2e7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Reinforcement Learning with Semantic Rewards Enables Low-Resource Language Expansion without Alignment Tax arXiv:2605.14366v1 Announce Type: new Abstract: Extending large language models (LLMs) to low-resource languages often incurs an "alignment tax": improvements in the target language come at the cost o https://prismix.dev/news/f71b1f058a4e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Where Should Diffusion Enter a Language Model? Geometry-Guided Hidden-State Replacement arXiv:2605.14368v1 Announce Type: new Abstract: Continuous diffusion language models lag behind autoregressive transformers, partly because diffusion is applied in spaces poorly suited to language den https://prismix.dev/news/31049b3219e2 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Mitigating Data Scarcity in Psychological Defense Classification with Context-Aware Synthetic Augmentation arXiv:2605.14380v1 Announce Type: new Abstract: Psychological defense mechanisms (PDMs) are unconscious cognitive processes that modulate how individuals perceive and respond to emotional distress. Au https://prismix.dev/news/aebe577251ab 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Agentic Recommender System with Hierarchical Belief-State Memory arXiv:2605.14401v1 Announce Type: new Abstract: Memory-augmented LLM agents have advanced personalized recommendation, yet existing approaches universally adopt flat memory representations that confla https://prismix.dev/news/12bb253e1f26 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Knowledge Beyond Language: Bridging the Gap in Multilingual Machine Unlearning Evaluation arXiv:2605.14404v1 Announce Type: new Abstract: While LLMs are increasingly used in commercial services, they pose privacy risks such as leakage of sensitive personally identifiable information (PII). https://prismix.dev/news/a4227d3d66fe 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Calculus-Based Framework for Determining Vocabulary Size in End-to-End ASR arXiv:2605.14427v1 Announce Type: new Abstract: In hybrid automatic speech recognition (ASR) systems, the vocabulary size is unambiguous, typically determined by the number of phones, bi-phones, or tr https://prismix.dev/news/757711d5721a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Does RAG Know When Retrieval Is Wrong? Diagnosing Context Compliance under Knowledge Conflict arXiv:2605.14473v1 Announce Type: new Abstract: The Context-Compliance Regime in Retrieval-Augmented Generation (RAG) occurs when retrieved context dominates the final answer even when it conflicts wi https://prismix.dev/news/682fce82b96f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Cross-Linguistic Transcription and Phonological Representation in the Hu\`it\'onggu\v{a}nx\`i Hu\'ay\'iy\`iy\v{u} arXiv:2605.14480v1 Announce Type: new Abstract: Purpose: This study investigates the transcription principles underlying Hu\`it\'onggu\v{a}nx\`i Hu\'ay\'iy\`iy\v{u} (HHY), a series of multilingual glo https://prismix.dev/news/66cc794c603f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png GroupMemBench: Benchmarking LLM Agent Memory in Multi-Party Conversations arXiv:2605.14498v1 Announce Type: new Abstract: Large Language Model (LLM) agents increasingly serve as personal assistants and workplace collaborators, where their utility depends on memory systems t https://prismix.dev/news/a20f4aba7189 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Dimension-Level Intent Fidelity Evaluation for Large Language Models: Evidence from Structured Prompt Ablation arXiv:2605.14517v1 Announce Type: new Abstract: Holistic evaluation scores capture overall output quality but do not distinguish whether a model reproduced the structural form of a user's request from https://prismix.dev/news/1ec18809b354 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Language Generation as Optimal Control: Closed-Loop Diffusion in Latent Control Space arXiv:2605.14531v1 Announce Type: new Abstract: This work reformulates language generation as a stochastic optimal control problem, providing a unified theoretical perspective to analyze autoregressiv https://prismix.dev/news/429a93d50f05 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Learning from Failures: Correction-Oriented Policy Optimization with Verifiable Rewards arXiv:2605.14539v1 Announce Type: new Abstract: Reinforcement Learning with Verifiable Rewards (RLVR) has emerged as an effective paradigm for improving the reasoning capabilities of large language mo https://prismix.dev/news/78503657f8a0 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Uncertainty Quantification for Large Language Diffusion Models arXiv:2605.14570v1 Announce Type: new Abstract: Large Language Diffusion Models (LLDMs) are emerging as an alternative to autoregressive models, offering faster inference through higher parallelism. S https://prismix.dev/news/8df1cdb74d7f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png EndPrompt: Efficient Long-Context Extension via Terminal Anchoring arXiv:2605.14589v1 Announce Type: new Abstract: Extending the context window of large language models typically requires training on sequences at the target length, incurring quadratic memory and comp https://prismix.dev/news/35fbbd7b6876 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SciPaths: Forecasting Pathways to Scientific Discovery arXiv:2605.14600v1 Announce Type: new Abstract: Scientific progress depends on sequences of enabling contributions, yet existing AI4Science benchmarks largely focus on citation prediction, literature https://prismix.dev/news/36e7a5874304 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png AI-assisted cultural heritage dissemination: Comparing NMT and glossary-augmented LLM translation in rock art documents arXiv:2605.14679v1 Announce Type: new Abstract: Cultural heritage institutions increasingly disseminate research and interpretive materials globally, but multilingual dissemination is constrained by l https://prismix.dev/news/93369e66d8a7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Mechanical Enforcement for LLM Governance:Evidence of Governance-Task Decoupling in Financial Decision Systems arXiv:2605.14744v1 Announce Type: new Abstract: Large language models in regulated financial workflows are governed by natural-language policies that the same model interprets, creating a principal--a https://prismix.dev/news/286013f361cb 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining arXiv:2605.14747v1 Announce Type: new Abstract: Recent advances in multimodal large language models have driven growing interest in graphical user interface (GUI) agents, yet their generalization rema https://prismix.dev/news/458fe23e9c8b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Non-linear Interventions on Large Language Models arXiv:2605.14749v1 Announce Type: new Abstract: Intervention is one of the most representative and widely used methods for understanding the internal representations of large language models (LLMs). H https://prismix.dev/news/51bdf75e5f4f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Streaming Speech-to-Text Translation with a SpeechLLM arXiv:2605.14766v1 Announce Type: new Abstract: Normally, a system that translates speech into text consists of separate modules for speech recognition and text-to-text translation. Combining those ta https://prismix.dev/news/0ca3b847658c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation arXiv:2605.14790v1 Announce Type: new Abstract: Research idea generation is the innovation-driving step of automated scientific research. Recently, large language models (LLMs) have shown potential fo https://prismix.dev/news/d77052ff5b15 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Conversion of Lexicon-Grammar tables to LMF. Application to French arXiv:2605.14816v1 Announce Type: new Abstract: We describe the first experiment of conversion of Lexicon-Grammar tables for French verbs into the Lexical Markup Framework (LMF) format. The Lexicon-Gr https://prismix.dev/news/1d4653129f9c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Tokenizer Fertility and Zero-Shot Performance of Foundation Models on Ukrainian Legal Text: A Comparative Study arXiv:2605.14890v1 Announce Type: new Abstract: Foundation models tokenize Ukrainian legal text with vastly different efficiency, yet no systematic comparison exists for this domain. We benchmark seve https://prismix.dev/news/432c4046e52f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Chain-of-Procedure: Hierarchical Visual-Language Reasoning for Procedural QA arXiv:2605.14928v1 Announce Type: new Abstract: Recent advances in vision-language models (VLMs) have achieved impressive results on standard image-text tasks, yet their potential for visual procedure https://prismix.dev/news/79087c1e02b7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Performance-Driven Policy Optimization for Speculative Decoding with Adaptive Windowing arXiv:2605.14978v1 Announce Type: new Abstract: Speculative decoding accelerates LLM inference by having a lightweight draft model propose speculative windows of candidate tokens for parallel verifica https://prismix.dev/news/b2b31faf7c80 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Quantifying and Mitigating Premature Closure in Frontier LLMs arXiv:2605.15000v1 Announce Type: new Abstract: Premature closure, or committing to a conclusion before sufficient information is available, is a recognized contributor to diagnostic error but remains https://prismix.dev/news/713101994f74 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png The Scientific Contribution Graph: Automated Literature-based Technological Roadmapping at Scale arXiv:2605.15011v1 Announce Type: new Abstract: Scientific contributions rarely develop in isolation, but instead build upon prior discoveries. We formulate the task of automated technological roadmap https://prismix.dev/news/345383e1872b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png COTCAgent: Preventive Consultation via Probabilistic Chain-of-Thought Completion arXiv:2605.15016v1 Announce Type: new Abstract: As large language models empower healthcare, intelligent clinical decision support has developed rapidly. Longitudinal electronic health records (EHR) p https://prismix.dev/news/027731fd9e6a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From Scenes to Elements: Multi-Granularity Evidence Retrieval for Verifiable Multimodal RAG arXiv:2605.15019v1 Announce Type: new Abstract: Multimodal Retrieval-Augmented Generation (RAG) systems retrieve evidence at coarse granularities (entire images or scenes), creating a mismatch with fi https://prismix.dev/news/aba3850c270f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png AI Knows When It's Being Watched: Functional Strategic Action and Contextual Register Modulation in Large Language Models arXiv:2605.15034v1 Announce Type: new Abstract: Large language models (LLMs) have been extensively studied from computational and cognitive perspectives, yet their behavior as communicative actors in https://prismix.dev/news/3d4e02a4be14 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Concurrency without Model Changes: Future-based Asynchronous Function Calling for LLMs arXiv:2605.15077v1 Announce Type: new Abstract: Function calling, also known as tool use, is a core capability of modern LLM agents but is typically constrained by synchronous execution semantics. Und https://prismix.dev/news/07b6369d7a7a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ML-Embed: Inclusive and Efficient Embeddings for a Multilingual World arXiv:2605.15081v1 Announce Type: new Abstract: The development of high-quality text embeddings is increasingly drifting toward an exclusionary future, defined by three critical barriers: prohibitive https://prismix.dev/news/779a7a722e2d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Improving Multi-turn Dialogue Consistency with Self-Recall Thinking arXiv:2605.15102v1 Announce Type: new Abstract: Large language model (LLM) based multi-turn dialogue systems often struggle to track dependencies across non-adjacent turns, undermining both consistenc https://prismix.dev/news/032b59f73c12 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From Text to Voice: A Reproducible and Verifiable Framework for Evaluating Tool Calling LLM Agents arXiv:2605.15104v1 Announce Type: new Abstract: Voice agents increasingly require reliable tool use from speech, whereas prominent tool-calling benchmarks remain text-based. We study whether verified https://prismix.dev/news/266cef21f61f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png MeMo: Memory as a Model arXiv:2605.15156v1 Announce Type: new Abstract: Large language models (LLMs) achieve strong performance across a wide range of tasks, but remain frozen after pretraining until subsequent updates. Many https://prismix.dev/news/1f92ff3dd7b6 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Text Knows What, Tables Know When: Clinical Timeline Reconstruction via Retrieval-Augmented Multimodal Alignment arXiv:2605.15168v1 Announce Type: new Abstract: Reconstructing precise clinical timelines is essential for modeling patient trajectories and forecasting risk in complex, heterogeneous conditions like https://prismix.dev/news/b11ae49f9c87 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Is Grep All You Need? How Agent Harnesses Reshape Agentic Search arXiv:2605.15184v1 Announce Type: new Abstract: Recent advances in Large Language Model (LLM) agents have enabled complex agentic workflows where models autonomously retrieve information, call tools, https://prismix.dev/news/1709c2dd10a0 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png GraphBit: A Graph-based Agentic Framework for Non-Linear Agent Orchestration arXiv:2605.13848v1 Announce Type: cross Abstract: Agentic LLM frameworks that rely on prompted orchestration, where the model itself determines workflow transitions, often suffer from hallucinated rou https://prismix.dev/news/b43758a90f73 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Hormone-inspired Emotion Layer for Transformer language models (HELT) arXiv:2605.13858v1 Announce Type: cross Abstract: Large Language Models have demonstrated remarkable capabilities in generating contextually relevant and grammatically correct text. However, they fund https://prismix.dev/news/56966764852b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PREPING: Building Agent Memory without Tasks arXiv:2605.13880v1 Announce Type: cross Abstract: Agent memory is typically constructed either offline from curated demonstrations or online from post-deployment interactions. However, regardless of h https://prismix.dev/news/5ca2ad49e4d8 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From Descriptive to Prescriptive: Uncover the Social Value Alignment of LLM-based Agents arXiv:2605.14034v1 Announce Type: cross Abstract: Wide applications of LLM-based agents require strong alignment with human social values. However, current works still exhibit deficiencies in self-cog https://prismix.dev/news/6e3cb176f91e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Enhanced and Efficient Reasoning in Large Learning Models arXiv:2605.14036v1 Announce Type: cross Abstract: In current Large Language Models we can trust the production of smoothly flowing prose on the basis of the principles of machine learning. However, th https://prismix.dev/news/49f828fa86d0 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Bridging Legal Interpretation and Formal Logic: Faithfulness, Assumption, and the Future of AI Legal Reasoning arXiv:2605.14049v1 Announce Type: cross Abstract: The growing adoption of large language models in legal practice brings both significant promise and serious risk. Legal professionals stand to benefit https://prismix.dev/news/0b7a2e03ab48 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Know When To Fold 'Em: Token-Efficient LLM Synthetic Data Generation via Multi-Stage In-Flight Rejection arXiv:2605.14062v1 Announce Type: cross Abstract: While synthetic data generation with large language models (LLMs) is widely used in post-training pipelines, existing approaches typically generate fu https://prismix.dev/news/640fbbb5fb69 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Benchmark for Early-stage Parkinson's Disease Detection from Speech arXiv:2605.14066v1 Announce Type: cross Abstract: Early-stage Parkinson's disease (EarlyPD) detection from speech is clinically meaningful yet underexplored, and published results are hard to compare https://prismix.dev/news/fa5bfd29f566 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png CRANE: Constrained Reasoning Injection for Code Agents via Nullspace Editing arXiv:2605.14084v1 Announce Type: cross Abstract: Code agents must both reason over long-horizon repository state and obey strict tool-use protocols. In paired Instruct/Thinking checkpoints, these cap https://prismix.dev/news/12856b37e3ac 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Pause and Reflect: Conformal Aggregation for Chain-of-Thought Reasoning arXiv:2605.14098v1 Announce Type: cross Abstract: Chain-of-thought (CoT) reasoning with self-consistency improves performance by aggregating multiple sampled reasoning paths. In this setting, correctn https://prismix.dev/news/4909d9bff412 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Thinking Ahead: Prospection-Guided Retrieval of Memory with Language Models arXiv:2605.14177v1 Announce Type: cross Abstract: Long-horizon personalization requires dialogue assistants to retrieve user-specific facts from extended interaction histories. In practice, many relev https://prismix.dev/news/111e7e0b68d1 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png QOuLiPo: What a quantum computer sees when it reads a book arXiv:2605.14188v1 Announce Type: cross Abstract: What does a book look like to a quantum computer? This paper takes eight classical works of the Renaissance and its late-antique inheritance -- from A https://prismix.dev/news/a1ea7c3f265d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Hypergraph Enterprise Agentic Reasoner over Heterogeneous Business Systems arXiv:2605.14259v1 Announce Type: cross Abstract: Applying Large Language Models (LLMs) to heterogeneous enterprise systems is hindered by hallucinations and failures in multi-hop, n-ary reasoning. Ex https://prismix.dev/news/a1a74615d01f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Web Agents Should Adopt the Plan-Then-Execute Paradigm arXiv:2605.14290v1 Announce Type: cross Abstract: ReAct has become the default architecture across LLM agents, and many existing web agents follow this paradigm. We argue that it is the wrong default https://prismix.dev/news/0cb7b5ec2913 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png To See is Not to Learn: Protecting Multimodal Data from Unauthorized Fine-Tuning of Large Vision-Language Model arXiv:2605.14291v1 Announce Type: cross Abstract: The rapid advancement of Large Vision-Language Models (LVLMs) is increasingly accompanied by unauthorized scraping and training on multimodal web data https://prismix.dev/news/c5cd87d53b7a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Herculean: An Agentic Benchmark for Financial Intelligence arXiv:2605.14355v1 Announce Type: cross Abstract: As AI agents improve, the central question is no longer whether they can solve isolated well-defined financial tasks, but whether they can reliably ca https://prismix.dev/news/e4d5b80a2ab5 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Formative Study of Brief Affective Text as a Complement to Wearable Sensing for Longitudinal Student Health Monitoring arXiv:2605.14360v1 Announce Type: cross Abstract: Wearable devices capture physiological and behavioral data with increasing fidelity, but the psychological context shaping these outcomes is difficult https://prismix.dev/news/cca5712ee34d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Nexus : An Agentic Framework for Time Series Forecasting arXiv:2605.14389v1 Announce Type: cross Abstract: Time series forecasting is not just numerical extrapolation, but often requires reasoning with unstructured contextual data such as news or events. Wh https://prismix.dev/news/26980c45078d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SWE-Chain: Benchmarking Coding Agents on Chained Release-Level Package Upgrades arXiv:2605.14415v1 Announce Type: cross Abstract: Coding agents powered by large language models are increasingly expected to perform realistic software maintenance tasks beyond isolated issue resolut https://prismix.dev/news/d9ed1cd46f5f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Think When Needed: Adaptive Reasoning-Driven Multimodal Embeddings with a Dual-LoRA Architecture arXiv:2605.14448v1 Announce Type: cross Abstract: Multimodal large language models (MLLMs) have emerged as a powerful backbone for multimodal embeddings. Recent methods introduce chain-of-thought (CoT https://prismix.dev/news/280c131465f3 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png When Retrieval Hurts Code Completion: A Diagnostic Study of Stale Repository Context arXiv:2605.14478v1 Announce Type: cross Abstract: Context: Retrieval-augmented code generation relies on cross-file repository context, but retrieved snippets may come from obsolete project states. Ob https://prismix.dev/news/4eac0913bacb 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Resolving Action Bottleneck: Agentic Reinforcement Learning Informed by Token-Level Energy arXiv:2605.14558v1 Announce Type: cross Abstract: Agentic reinforcement learning trains large language models using multi-turn trajectories that interleave long reasoning traces with short environment https://prismix.dev/news/c88b6e62fbbb 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Remember Your Trace: Memory-Guided Long-Horizon Agentic Framework for Consistent and Hierarchical Repository-Level Code Documentation arXiv:2605.14563v1 Announce Type: cross Abstract: Automated code documentation is essential for modern software development, providing the contextual grounding that both human developers and coding ag https://prismix.dev/news/35ad3346317d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Mining Subscenario Refactoring Opportunities in Behaviour-Driven Software Test Suites: ML Classifiers and LLM-Judge Baselines arXiv:2605.14568v1 Announce Type: cross Abstract: Context. Behaviour-Driven Development (BDD) software test suites accumulate duplicated step subsequences. Three published refactoring patterns are ava https://prismix.dev/news/d987c8aaecf2 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Do We Really Need External Tools to Mitigate Hallucinations? SIRA: Shared-Prefix Internal Reconstruction of Attribution arXiv:2605.14621v1 Announce Type: cross Abstract: Large vision-language models (LVLMs) often hallucinate when language priors dominate weak or ambiguous visual evidence. Existing contrastive decoding https://prismix.dev/news/4a6aaf2b1c90 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Falkor-IRAC: Graph-Constrained Generation for Verified Legal Reasoning in Indian Judicial AI arXiv:2605.14665v1 Announce Type: cross Abstract: Legal reasoning is not semantic similarity search. A court judgment encodes constrained symbolic reasoning: precedent propagation, procedural state tr https://prismix.dev/news/3f3faa9e9218 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png IntentVLA: Short-Horizon Intent Modeling for Aliased Robot Manipulation arXiv:2605.14712v1 Announce Type: cross Abstract: Robot imitation data are often multimodal: similar visual-language observations may be followed by different action chunks because human demonstrators https://prismix.dev/news/4da70f04d131 2026-05-20 monthly 0.7 https://www.tristandc.com/images/vcops-2026-05-09-tandem-225.jpg Details of the Daring Airdrop at Tristan Da Cunha Article URL: https://www.tristandc.com/government/news-2026-05-11-airdrop.php Comments URL: https://news.ycombinator.com/item?id=48144380 Points: 216 # Comments: 83 https://prismix.dev/news/ff91c9351417 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.10912/gradient.png WildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluation Abstract WildClawBench evaluates language and vision-language models on realistic long-horizon tasks using actual CLI environments with real tools instead of synthetic sandboxes. AI-generated summary https://prismix.dev/news/ddd27947ef70 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14712/gradient.png IntentVLA: Short-Horizon Intent Modeling for Aliased Robot Manipulation Abstract IntentVLA is a history-conditioned visual-language action framework that improves robot imitation learning stability by encoding short-horizon intents from visual observations, addressing cha https://prismix.dev/news/4482a9178025 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15055/gradient.png DiffusionOPD: A Unified Perspective of On-Policy Distillation in Diffusion Models Abstract DiffusionOPD enables efficient multi-task training for diffusion models through online policy distillation, outperforming existing reinforcement learning approaches in both training efficienc https://prismix.dev/news/9a62d320baab 2026-05-20 monthly 0.7 https://prismix.dev/news/5a0f098dab83 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15167/gradient.png Does Synthetic Layered Design Data Benefit Layered Design Decomposition? Abstract Synthetic layered image data improves graphic design decomposition by enabling scalable training and better layer distribution control compared to traditional methods. AI-generated summary Re https://prismix.dev/news/e355027beeef 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15178/gradient.png SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer Abstract SANA-WM is an efficient 2.6B-parameter world model that generates high-fidelity 720p videos with precise camera control, achieving industrial-level quality while significantly reducing comput https://prismix.dev/news/659c9ada3be4 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14906/gradient.png MemLens: Benchmarking Multimodal Long-Term Memory in Large Vision-Language Models Abstract A new benchmark evaluates memory capabilities in vision-language models through multi-session conversations, revealing limitations of both long-context and memory-augmented approaches. AI-gen https://prismix.dev/news/bc471ea554c9 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15186/gradient.png VGGT-Edit: Feed-forward Native 3D Scene Editing with Residual Field Prediction Abstract VGGT-Edit enables text-conditioned 3D scene editing through depth-synchronized text injection and direct geometric displacement prediction, achieving superior quality and efficiency over 2D-l https://prismix.dev/news/77e56d36319c 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14386/gradient.png Darwin Family: MRI-Trust-Weighted Evolutionary Merging for Training-Free Scaling of Language-Model Reasoning Abstract The Darwin Family framework enables training-free evolutionary merging of large language models through gradient-free weight-space recombination, achieving superior reasoning performance with https://prismix.dev/news/bc892f4f1c63 2026-05-20 monthly 0.7 https://prismix.dev/news/c5a1a92e29cb 2026-05-20 monthly 0.7 tool.png Mullvad exit IPs are surprisingly identifying Article URL: https://tmctmt.com/posts/mullvad-exit-ips-as-a-fingerprinting-vector/ Comments URL: https://news.ycombinator.com/item?id=48143880 Points: 222 # Comments: 97 https://prismix.dev/news/1eea23acf189 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13880/gradient.png PREPING: Building Agent Memory without Tasks Abstract Preping is a framework for pre-task memory construction that uses proposer-guided synthetic practice to improve agent performance in new environments with reduced deployment costs. AI-generat https://prismix.dev/news/d2e31be07f71 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15128/gradient.png MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Abstract MemEye framework evaluates multimodal agent memory by measuring visual evidence granularity and retrieval usage complexity across 8 life-scenario tasks. AI-generated summary Long-term agent m https://prismix.dev/news/6c7b5b4b69b5 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15040/gradient.png Orchard: An Open-Source Agentic Modeling Framework Abstract Orchard is an open-source framework for scalable agentic modeling that enables training diverse autonomous agents through specialized recipes for coding, GUI navigation, and personal assistan https://prismix.dev/news/d52016c5b34a 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13941/gradient.png EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Abstract EvolveMem enables adaptive memory systems for LLM agents through self-evolving retrieval mechanisms that autonomously optimize configuration parameters via diagnostic modules and iterative re https://prismix.dev/news/bf66f03b0242 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13301/gradient.png Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling Abstract A systematic approach transforms post-trained reasoning models into rigorous olympiad-level solvers through reverse-perplexity curriculum, two-stage reinforcement learning, and test-time scal https://prismix.dev/news/e7bbce3b01cb 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13834/gradient.png Topology-Preserving Neural Operator Learning via Hodge Decomposition Abstract Physical field equations on geometric meshes are analyzed through Hodge theory to develop a hybrid Eulerian-Lagrangian architecture that improves accuracy and efficiency by separating topolog https://prismix.dev/news/1e147e659f55 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15182/gradient.png Warp-as-History: Generalizable Camera-Controlled Video Generation from One Training Video Abstract A novel approach called Warp-as-History enables camera-controlled video generation by transforming camera-induced warps into pseudo-history representations, achieving zero-shot capability wit https://prismix.dev/news/2089e641a9c5 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14354/gradient.png LLM-based Detection of Manipulative Political Narratives Abstract A computational framework combining prompt-based filtering and unsupervised clustering identifies manipulative political narrative clusters from social media posts without requiring predefine https://prismix.dev/news/a520ad42fba8 2026-05-20 monthly 0.7 https://external-preview.redd.it/KoiWe1Ifo_kNiJ3_ZamVI41CrDRr5pmIUDbaRqEVJeM.png?width=640&crop=smart&auto=webp&s=a21b36cd88972042c05f63ea1ee3f6de08060073 club-5060ti: practical RTX 5060 Ti local LLM notes and configs I put together a small public repo for RTX 5060 Ti 16GB local LLM setups: I took inspiration from the club-3090 repo, but this one is focused on documenting what we’ve actually tested on 5060 Ti hardw https://prismix.dev/news/b1da47ebf1ad 2026-05-20 monthly 0.7 https://prismix.dev/news/f2d607b8bbc3 2026-05-20 monthly 0.7 https://prismix.dev/news/edae97de31da 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12684/gradient.png Visual Aesthetic Benchmark: Can Frontier Models Judge Beauty? Abstract Current multimodal models struggle to match human expert aesthetic judgment in comparative image selection tasks, as demonstrated by the Visual Aesthetic Benchmark which reveals significant p https://prismix.dev/news/3cb34e1f3185 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13050/gradient.png Context Training with Active Information Seeking Abstract Context optimization methods enhanced with active information seeking via search and browser tools achieve superior performance across diverse domains while maintaining data efficiency and ro https://prismix.dev/news/874874e4ff46 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14892/gradient.png Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Abstract Multi-agent systems face challenges in sustained coordination and error propagation, requiring integrated approaches that enable continuous diagnosis, reorganization, and behavioral refinemen https://prismix.dev/news/6010a4897dfe 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15188/gradient.png FutureSim: Replaying World Events to Evaluate Adaptive Agents Abstract FutureSim enables evaluation of AI agents' long-term predictive capabilities by simulating chronological real-world event sequences, revealing significant gaps in current forecasting performa https://prismix.dev/news/5c354363d592 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14269/gradient.png PhyMotion: Structured 3D Motion Reward for Physics-Grounded Human Video Generation Abstract PhyMotion introduces a physics-grounded reward system for human motion generation that evaluates kinematic plausibility, contact consistency, and dynamic feasibility to improve video quality. https://prismix.dev/news/4e66d5aee210 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14051/gradient.png SPIN: Structural LLM Planning via Iterative Navigation for Industrial Tasks Abstract SPIN is a planning wrapper that combines validated DAG planning with prefix-based execution control to reduce task execution and improve plan validity in industrial LLM agent systems. AI-gene https://prismix.dev/news/de6df2a5fb4b 2026-05-20 monthly 0.7 https://prismix.dev/news/8eb3a2048664 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14169/gradient.png BOOKMARKS: Efficient Active Storyline Memory for Role-playing Abstract BOOKMARKS is a search-based memory framework that improves role-playing agents by actively managing task-relevant information through structured bookmarks that capture detailed character beha https://prismix.dev/news/becde22343e1 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.15190/gradient.png RAVEN: Real-time Autoregressive Video Extrapolation with Consistency-model GRPO Abstract RAVEN enables real-time video generation through causal autoregressive extrapolation with improved training alignment, while CM-GRPO enhances performance via reinforcement learning applied to https://prismix.dev/news/bca0cd20c4c8 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14352/gradient.png Ideology Prediction of German Political Texts Abstract A transformer-based model projects political orientation on a continuous spectrum using multiple corpora, achieving high accuracy in detecting political bias across different text sources. AI https://prismix.dev/news/edbc4bf79306 2026-05-20 monthly 0.7 https://prismix.dev/news/06d9dae5c4e8 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.06607/gradient.png AI CFD Scientist: Toward Open-Ended Computational Fluid Dynamics Discovery with Physics-Aware AI Agents Abstract An AI system for computational fluid dynamics autonomously discovers physics corrections through vision-language verification and domain-specific code modification, outperforming general AI s https://prismix.dev/news/990d3551027e 2026-05-20 monthly 0.7 https://prismix.dev/news/125f0fc5a2fe 2026-05-20 monthly 0.7 https://prismix.dev/news/53a995a77e20 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14306/gradient.png Towards Self-Evolving Agentic Literature Retrieval Abstract PaSaMaster is a self-evolving agentic literature retrieval system that improves academic search accuracy and cost efficiency through iterative intent analysis and evidence-based ranking. AI-g https://prismix.dev/news/7f932e53fb26 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.07865/gradient.png KL for a KL: On-Policy Distillation with Control Variate Baseline Abstract On-Policy Distillation with control variate baseline stabilizes training through policy-gradient reinforcement learning techniques while maintaining efficiency and performance. AI-generated s https://prismix.dev/news/dab5068a10f0 2026-05-20 monthly 0.7 https://prismix.dev/news/3903e746aef0 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!-UVS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc44b00aa-b057-4698-a9c6-f8e73c7aaaf7_2289x1342.jpeg [AINews] Everything is Conductor an ultra quiet day lets us highlight a smaller trend. https://prismix.dev/news/8113bad302bf 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!14if!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2924a28c-c6c0-4c88-a77b-3a067a02110e_1132x1200.jpeg ThursdAI - May 14 - TML Interaction Models, Musk v Altman Disclosures, CW Sandboxes & /goal Takes Over Listen now | From CoreWeave // W&B - A fairly "chill" week in AI, we all move away from OpenClaws, a crazy supply chain attack and how to defend, CW sanboxes, Must suing OpenAI and /goal is the new Ra https://prismix.dev/news/d63242776908 2026-05-20 monthly 0.7 https://prismix.dev/news/8523db03e48c 2026-05-20 monthly 0.7 https://prismix.dev/news/4a3442a5ca8c 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/4YUb3Fcl0pX59NNvNBcorz/cefb61587010ef97e5316db2d18927d2/SEO_images.png?w=1600&h=900&fit=fill Building a safe, effective sandbox to enable Codex on Windows Learn how OpenAI built a secure sandbox for Codex on Windows, enabling safe, efficient coding agents with controlled file access and network restrictions. https://prismix.dev/news/baeb7ae75753 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/LOx9hwb9FayMVDsvnMHBI/a50d14deb15ce97f1ae869a7e4afc964/SEO-Personal-Finance.jpg?w=1600&h=900&fit=fill A new personal finance experience in ChatGPT Preview a new personal finance experience in ChatGPT for Pro users in the U.S. Securely connect your financial accounts and get AI-powered insights and guidance grounded in your financial context, goa https://prismix.dev/news/6fa5cd639fe2 2026-05-20 monthly 0.7 https://images.zed.dev/blog/chatgpt-subscription-in-zed/thumbnail-gptsub.webp Use Your ChatGPT Subscription in Zed Sign in with your ChatGPT account and use OpenAI's models in Zed. https://prismix.dev/news/8b51cf10edb1 2026-05-20 monthly 0.7 https://assets.vercel.com/image/upload/contentful/image/e5382hct74si/1Xyj9OpgohM5kF98yJhaBH/fb27c79f19bd48421e5812067f3248ae/use_native_curl_syntax_with_vercel_cli_og_card_1_.jpg Use native curl syntax with Vercel CLI You can now use native curl syntax with the Vercel CLI. The vercel curl command accepts full URLs, bare hostnames, and the --url flag, and uses your Vercel auth to bypass Deployment Protection . If yo https://prismix.dev/news/638cfa14a450 2026-05-20 monthly 0.7 https://prismix.dev/news/e46d28eec380 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/4QntwWTKj3ZZzB1IY3llsp/3b10f6ca5dc53144f8a6a7da26c27cd1/oai_Databricks_SEO.png?w=1600&h=900&fit=fill Databricks brings GPT-5.5 to enterprise agent workflows Databricks uses GPT-5.5 for enterprise agent workflows after the model set a new state of the art on the OfficeQA Pro benchmark. https://prismix.dev/news/009013928220 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/3pOt7hjYa1nUIIMMXdoEhD/b6493d0ba6756155a3ef880758e0a0b0/Academy-SEO.png?w=1600&h=900&fit=fill How sales teams use Codex See how sales teams can use Codex to create pipeline briefs, meeting prep packets, forecast reviews, account plans, and stalled-deal diagnoses from real work inputs. https://prismix.dev/news/5da970c02350 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/3pOt7hjYa1nUIIMMXdoEhD/b6493d0ba6756155a3ef880758e0a0b0/Academy-SEO.png?w=1600&h=900&fit=fill How business operations teams use Codex See how business operations teams can use Codex to create initiative briefs, strategy updates, leadership decision packets, progress updates, and more from real work inputs. https://prismix.dev/news/578b3bdf5cbf 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/3pOt7hjYa1nUIIMMXdoEhD/b6493d0ba6756155a3ef880758e0a0b0/Academy-SEO.png?w=1600&h=900&fit=fill How data science teams use Codex See how data science teams can use Codex to build root-cause briefs, impact readouts, KPI memos, scoped analyses, and dashboard specs from real work inputs. https://prismix.dev/news/c97320147e8c 2026-05-20 monthly 0.7 https://prismix.dev/news/1c73d0a455e9 2026-05-20 monthly 0.7 https://prismix.dev/news/55688a37904c 2026-05-20 monthly 0.7 https://prismix.dev/news/06cc2405ef6b 2026-05-20 monthly 0.7 https://prismix.dev/news/c44ad0492029 2026-05-20 monthly 0.7 https://preview.redd.it/0b3q4li2q61h1.png?width=640&crop=smart&auto=webp&s=1406ce87aac30aa1d4c5fce147e05ce542cc74ed I trained Qwen3.5 to jailbreak itself with RL, then used the failures to improve its defenses RL attackers are becoming a common pattern for automated red teaming: train a model against a live target, reward successful harmful compliance, then use the discovered attacks to harden the defender. https://prismix.dev/news/ac44ef52bf99 2026-05-20 monthly 0.7 https://preview.redd.it/vw9f4th3q61h1.png?width=640&crop=smart&auto=webp&s=63a7b9315772272d5b2c4c530be86f6b2f1dd2c3 Llama-Studio, WebUI for llama-server Management Hey all, I have built myself a WebUI for configuring and managing llama-server sessions, and want to share the code and concept. Python and a bit of JS. Hack away! Local only. https://github.com/m9430 https://prismix.dev/news/d2ed40034f05 2026-05-20 monthly 0.7 https://preview.redd.it/l5c80d0vm61h1.png?width=140&height=68&auto=webp&s=2300ebc716790dfb44f111a2547a08cc54380872 I Let a Small Model Train on Its Own Mistakes. It Reached 80% on HumanEval and Beat GPT-3.5 on Math A few months ago, I got stuck on one line in the DeepSeek-R1 paper. It said models could improve through verifiable rewards. That sounded almost magical to me. Not because it was impossible, but becau https://prismix.dev/news/c533eb9ba1b6 2026-05-20 monthly 0.7 https://prismix.dev/news/271f4c0bcb3d 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.08557/gradient.png MC-RFM: Geometry-Aware Few-Shot Adaptation via Mixed-Curvature Riemannian Flow Matching Abstract A novel Riemannian flow-matching framework for few-shot adaptation that models feature displacement on a mixed-curvature manifold combining hyperbolic and Euclidean spaces, outperforming exis https://prismix.dev/news/d114c357f862 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/IMG_4131-rotated.jpg?resize=900,1200 What the jury will actually decide in the case of Elon Musk vs. Sam Altman Here's what the biggest tech court case of the year is all about. https://prismix.dev/news/0c381bc965bf 2026-05-20 monthly 0.7 https://ichef.bbci.co.uk/news/1024/branded_news/1b91/live/a4434bd0-4a32-11f1-a70d-c72ff4101914.jpg UK government replaces Palantir software with internally-built refugee system https://shkspr.mobi/blog/2026/05/uk-government-kicks-out-pal... Comments URL: https://news.ycombinator.com/item?id=48142251 Points: 340 # Comments: 118 https://prismix.dev/news/3639d472b86a 2026-05-20 monthly 0.7 https://prismix.dev/news/eb690f8a5689 2026-05-20 monthly 0.7 https://prismix.dev/news/f767560c319f 2026-05-20 monthly 0.7 https://upload.wikimedia.org/wikipedia/en/c/c4/Colossus_the_forbin_project_movie_poster.jpg Colossus: The Forbin Project Article URL: https://en.wikipedia.org/wiki/Colossus:_The_Forbin_Project Comments URL: https://news.ycombinator.com/item?id=48142115 Points: 202 # Comments: 76 https://prismix.dev/news/01c6163ff3d9 2026-05-20 monthly 0.7 https://prismix.dev/news/3bfb00e9b3cb 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!MX36!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F967bcd77-27ed-4487-bcc1-28c3d66d057c_2018x1576.png AI-Native Healthcare: 100M Doctor Visits, 10–20 Hours Saved, Prior Auth in Minutes — Janie Lee & Chai Asawa, Abridge How Abridge is quietly turning the patient and clinician conversation into the operating system of healthcare https://prismix.dev/news/2010055efbac 2026-05-20 monthly 0.7 https://prismix.dev/news/6f01eada2fb9 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13647/gradient.png FlowCompile: An Optimizing Compiler for Structured LLM Workflows Abstract FlowCompile is a structured LLM workflow compiler that optimizes complex multi-agent tasks by performing compile-time exploration of workflow configurations to balance accuracy and latency wi https://prismix.dev/news/bf1fd999a8ec 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.09806/gradient.png LEAD: Length-Efficient Adaptive and Dynamic Reasoning for Large Language Models Abstract LEAD is a method that dynamically adapts reasoning efficiency during training by using online calibration of correctness-efficiency trade-offs and adaptive problem-specific length targets to https://prismix.dev/news/afa27375bb3c 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/GettyImages-2259661359.jpg?w=1024 Elon Musk’s SpaceXAI has been bleeding staff since its merger More than 50 employees have reportedly left Elon Musk’s newly merged SpaceXAI since February, raising questions about burnout, leadership changes, talent poaching, and whether liquidity events weakene https://prismix.dev/news/11ee97b003e6 2026-05-20 monthly 0.7 https://preview.redd.it/5pleq5b4861h1.png?width=140&height=91&auto=webp&s=5f80ce290c30e51700f9b9fd0f907ee56e9382b2 Follow the Mean: Reference-Guided Flow Matching [R] Follow the Mean: Reference-Guided Flow Matching: https://www.alphaxiv.org/abs/2605.10302 https://preview.redd.it/5pleq5b4861h1.png?width=1036&format=png&auto=webp&s=805940b079176b65c45bb10e5458ecce140 https://prismix.dev/news/675fde234ce9 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.06206/gradient.png Federation of Experts: Communication Efficient Distributed Inference for Large Language Models Abstract Federation of Experts restructures mixture of experts blocks into clusters that process KV heads independently, eliminating inter-node communication bottlenecks while maintaining generation q https://prismix.dev/news/e493493c1f59 2026-05-20 monthly 0.7 https://external-preview.redd.it/U8can3560PLZ8c48LKaJONvYmkvxgyFFL3FGvlQWKnM.png?width=640&crop=smart&auto=webp&s=271474beb1be19e92438dbbd89fd379eee9f4e8b A First Comprehensive Study of TurboQuant: Accuracy and Performance TL;DR from the article: FP8 via --kv-cache-dtype fp8 remains the best default for KV-cache quantization: it provides 2x KV-cache capacity with negligible accuracy loss, while matching BF16 on most per https://prismix.dev/news/ad2ef5506e1f 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/App-view.png?resize=1200,675 OpenAI says Codex is coming to your phone The update gives users enhanced flexibility over how they can manage their workflows. https://prismix.dev/news/f3b83b318966 2026-05-20 monthly 0.7 https://prismix.dev/news/48188a347e41 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/images/202605/MIT-Knight-Hennessy2026-jiang-li.jpg Two from MIT named 2026 Knight-Hennessy Scholars The prestigious fellowship funds graduate studies at Stanford University. https://prismix.dev/news/10b6df28dfde 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11378/gradient.png An Empirical Study of Automating Agent Evaluation Abstract Automated agent evaluation using AI assistants requires specialized domain knowledge and procedural skills to achieve reliable results, as demonstrated by the EvalAgent system that improves e https://prismix.dev/news/f9a565c1626e 2026-05-20 monthly 0.7 https://prismix.dev/news/4490942d8a82 2026-05-20 monthly 0.7 https://prismix.dev/news/173325109b81 2026-05-20 monthly 0.7 https://prismix.dev/news/326607290d21 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/3GtC4ObJd8RLwLe2OIIsyb/06f9c687583df8c348fa7c9ceac493ab/EF_Ep20_16.9.png?w=1600&h=900&fit=fill Sea's View on the Future of Agentic Software Development with Codex Sea Limited's CPO explains why the company is deploying Codex across engineering teams to accelerate AI-native software development in Asia. https://prismix.dev/news/5f5d04adfd3f 2026-05-20 monthly 0.7 https://prismix.dev/news/76ee6d4267f2 2026-05-20 monthly 0.7 https://www.airships.net/wp-content/uploads/Hindenburg-Smoking-Room.jpg Hindenburg’s Smoking Room Article URL: https://www.airships.net/hindenburg-smoking-room/ Comments URL: https://news.ycombinator.com/item?id=48140556 Points: 209 # Comments: 166 https://prismix.dev/news/b58f3d99eea7 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/4i08f39LTE7HOZ0R3EKaKA/74f6008bbde015cfef96a14209f7673b/16_9.png?w=1600&h=900&fit=fill Codex is now in the ChatGPT mobile app Article URL: https://openai.com/index/work-with-codex-from-anywhere/ Comments URL: https://news.ycombinator.com/item?id=48140529 Points: 230 # Comments: 110 https://prismix.dev/news/a4e309532ea7 2026-05-20 monthly 0.7 https://external-preview.redd.it/Kxi67GgOvT-P0s8dMeoH6yend7f5s73ZyXdvNzWjRAA.jpeg?width=640&crop=smart&auto=webp&s=82682d651c63f6e19e061c1b191f02582fefcbb0 NVIDIA Reportedly Prepares RTX 5090 Price Hike Amid Rising GDDR7 Costs (maybe RTX 50 and PRO series as well)   submitted by   /u/panchovix [link]   [comments] https://prismix.dev/news/26c6cd205440 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/GettyImages-2157738833.jpg?resize=1200,800 What happens when AI starts building itself? Richard Socher's new $650 million startup wants to build an AI that can research and improve itself indefinitely — and he insists it will actually ship products. https://prismix.dev/news/862d2b9ca289 2026-05-20 monthly 0.7 https://prismix.dev/news/222208f2c64f 2026-05-20 monthly 0.7 https://prismix.dev/news/98da1082a32f 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.10867/gradient.png BEACON: A Multimodal Dataset for Learning Behavioral Fingerprints from Gameplay Data Abstract BEACON is a large-scale multimodal dataset capturing diverse behavioral signals during competitive gaming to advance continuous authentication and behavioral biometrics research. AI-generated https://prismix.dev/news/6be9a6d48534 2026-05-20 monthly 0.7 https://prismix.dev/news/41e64e678dd9 2026-05-20 monthly 0.7 https://prismix.dev/news/cb7236bf370a 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/nvidia-vera-rubin-pod.webp How the NVIDIA Vera Rubin Platform is Solving Agentic AI’s Scale-Up Problem Agentic inference has fundamentally changed the runtime dynamics of inference workloads by introducing non-deterministic trajectories—actions, observations,... https://prismix.dev/news/0fd3080f5741 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/Lake-Tahoe-town-1152x648.jpg Energy supplier abandons Lake Tahoe residents to serve data centers Town’s 49,000 California residents compete with Nevada data centers for energy. https://prismix.dev/news/dd85aab1a359 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2025/10/Screenshot-2025-10-06-at-1.13.28PM.png?resize=1200,670 OpenAI is reportedly preparing legal action against Apple; it wouldn’t be the first partner to feel burned According to Bloomberg, OpenAI has enlisted an outside law firm to work through its options. https://prismix.dev/news/c3222d02eb79 2026-05-20 monthly 0.7 https://prismix.dev/news/c69ee9be68cb 2026-05-20 monthly 0.7 https://prismix.dev/news/5af583344345 2026-05-20 monthly 0.7 https://prismix.dev/news/24e2911629d9 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/clawdmeter-edit.png?resize=1200,827 Clawdmeter turns your Claude Code usage stats into a tiny desktop dashboard A new open source gadget called Clawdmeter turns Claude Code usage stats into a tiny desktop dashboard for AI coding power users. https://prismix.dev/news/3ac618219d4a 2026-05-20 monthly 0.7 https://prismix.dev/news/7e2522d223de 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.10315/gradient.png Active Tabular Augmentation via Policy-Guided Diffusion Inpainting Abstract Tabular augmentation policy combines diffusion inpainting with a learner-conditioned policy to improve downstream model performance under data scarcity. AI-generated summary Generative tabula https://prismix.dev/news/071ef486161e 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/blog/ibm-granite/granite-embedding-multilingual-r2.png Granite Embedding Multilingual R2: Open Apache 2.0 Multilingual Embeddings with 32K Context — Best Sub-100M Retrieval Quality Back to Articles Granite Embedding Multilingual R2: Open Apache 2.0 Multilingual Embeddings with 32K Context — Best Sub-100M Retrieval Quality Enterprise Article Published May 14, 2026 Upvote - Radu F https://prismix.dev/news/4f6294d58676 2026-05-20 monthly 0.7 https://preview.redd.it/uicubbg6951h1.png?width=140&height=84&auto=webp&s=d449debd520eb0707acbc1562f8b36227d83bffa Introducing cyankiwi AWQ 4-bit Quantization — 26.05 update In standard AWQ, per-channel scales and quantization ranges are picked in separate steps: scales first, then the quantization parameters. But they're not independent, i.e., the rounding error from one https://prismix.dev/news/1cc0794b1e71 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!TJW7!,w_1200,h_675,c_fill,f_jpg,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2c731d5e-68ca-4054-894f-659601de6a66_2048x1536.jpeg First public macOS kernel memory corruption exploit on Apple M5 Article URL: https://blog.calif.io/p/first-public-kernel-memory-corruption Comments URL: https://news.ycombinator.com/item?id=48139219 Points: 208 # Comments: 37 https://prismix.dev/news/731c5e14d167 2026-05-20 monthly 0.7 /static/og-image.png AI is making me dumb Article URL: https://jpain.io/god-damn-ai-is-making-me-dumb/ Comments URL: https://news.ycombinator.com/item?id=48139148 Points: 205 # Comments: 134 https://prismix.dev/news/cb91d7418881 2026-05-20 monthly 0.7 https://prismix.dev/news/c7a46042bd4b 2026-05-20 monthly 0.7 https://prismix.dev/news/f038f84ae34e 2026-05-20 monthly 0.7 https://prismix.dev/news/78da23c89811 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12733/gradient.png From Generalist to Specialist Representation Abstract Nonparametric identifiability results establish foundational guarantees for extracting task-relevant representations from generalist models without parametric assumptions or interventions. AI https://prismix.dev/news/d48a2bfbc6d2 2026-05-20 monthly 0.7 https://prismix.dev/news/be8c23e609ef 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.08703/gradient.png RewardHarness: Self-Evolving Agentic Post-Training Abstract RewardHarness is a self-evolving framework that improves image edit evaluation by iteratively developing tools and skills from limited human demonstrations, achieving superior performance com https://prismix.dev/news/ef98e0bfcd28 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/GettyImages-2171717851-1152x648.jpg Your doctor’s AI notetaker may be making things up, Ontario audit finds Made-up therapy referrals, incorrect prescriptions among the common mistakes. https://prismix.dev/news/e3b9b3647483 2026-05-20 monthly 0.7 https://prismix.dev/news/3412d01e89b2 2026-05-20 monthly 0.7 https://prismix.dev/news/b49814b94bc2 2026-05-20 monthly 0.7 https://prismix.dev/news/cbbf28da041d 2026-05-20 monthly 0.7 https://opengraph.githubassets.com/673451d5a7a05159998f7ed9d8621ed1a6091115afe457c1432317293455e0ca/DepthFirstDisclosures/Nginx-Rift New Nginx Exploit Article URL: https://github.com/DepthFirstDisclosures/Nginx-Rift Comments URL: https://news.ycombinator.com/item?id=48138268 Points: 267 # Comments: 59 https://prismix.dev/news/e2a3f6622540 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.08583/gradient.png Source or It Didn't Happen: A Multi-Agent Framework for Citation Hallucination Detection Abstract CiteTracer is a multi-agent system that detects fabricated citations by classifying them into a 12-code taxonomy and using structured extraction, evidence retrieval, and specialized classifie https://prismix.dev/news/e18d07992453 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13841/gradient.png EVA-Bench: A New End-to-end Framework for Evaluating Voice Agents Abstract EVA-Bench presents a comprehensive evaluation framework for voice agents that simulates realistic conversations and measures performance across multiple voice-specific failure modes using nov https://prismix.dev/news/15d6bf20b3b7 2026-05-20 monthly 0.7 https://prismix.dev/news/135eaf11d97a 2026-05-20 monthly 0.7 https://arkadiyt.com/images/rav4/rav4.png Removing the modem and GPS from my 2024 RAV4 hybrid Article URL: https://arkadiyt.com/2026/05/13/removing-the-modem-and-gps-from-my-rav4/ Comments URL: https://news.ycombinator.com/item?id=48138136 Points: 258 # Comments: 107 https://prismix.dev/news/a76cb61a3f00 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13037/gradient.png MAP: A Map-then-Act Paradigm for Long-Horizon Interactive Agent Reasoning Abstract Interactive LLM agents suffer from delayed environmental perception and epistemic bottlenecks due to reactive understanding during execution, which the proposed Map-then-Act Paradigm (MAP) ad https://prismix.dev/news/b9659e3b2c51 2026-05-20 monthly 0.7 https://external-preview.redd.it/pEIdT4vOntURFzcYXfflYPO7G7CtBCE-pBgtgIMUg_4.jpeg?width=640&crop=smart&auto=webp&s=568a3467b8ad58dc4f31a8ac3a0fbd9708ce346c VS Code's new "Agents window" lets you use local AI models. Still requires an Internet connection and a Github Copilot plan (because we can't have nice things) At first I was excited to see this, but I guess I'll wait till someone figures out what people actually want   submitted by   /u/_wsgeorge [link]   [comments] https://prismix.dev/news/68aa10301666 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13292/gradient.png IndicMedDialog: A Parallel Multi-Turn Medical Dialogue Dataset for Accessible Healthcare in Indic Languages Abstract A parallel multi-turn medical dialogue dataset spanning English and nine Indic languages is introduced, along with a fine-tuned model using parameter-efficient adaptation for personalized sym https://prismix.dev/news/2553baccbfd4 2026-05-20 monthly 0.7 https://external-preview.redd.it/hj2L_ZebdK28vyBGqfnRIgv7vAWNLM26ofsls4RPAgo.png?width=640&crop=smart&auto=webp&s=129b3a26587def40cc6bc202f5b2a084e0a5a409 inclusionAI/Ring-2.6-1T · Hugging Face Introducing Ring-2.6-1T: a trillion-parameter flagship reasoning model designed for real-world complex task scenarios, making it available to developers, researchers, and enterprise environments for v https://prismix.dev/news/c7ad877297bf 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/Cerebras-Nasdaq-opening-bell.png?resize=1200,695 Cerebras raises $5.5B, kicking off 2026’s IPO season with a bang A year ago, it looked like this day would never happen for Cerebras. https://prismix.dev/news/45c25bea765b 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.08978/gradient.png Learning to Explore: Scaling Agentic Reasoning via Exploration-Aware Policy Optimization Abstract Agents use variational inference to evaluate exploratory actions and selectively explore only when uncertainty is high, improving performance on text-based and GUI-based benchmarks. AI-genera https://prismix.dev/news/037048c49176 2026-05-20 monthly 0.7 https://icode4.coffee/wp-content/uploads/hdd_twitter_card.png HDD Firmware Hacking Article URL: https://icode4.coffee/?p=1465 Comments URL: https://news.ycombinator.com/item?id=48137553 Points: 200 # Comments: 28 https://prismix.dev/news/5b48612c45be 2026-05-20 monthly 0.7 https://prismix.dev/news/eb47881c3051 2026-05-20 monthly 0.7 https://scottjg.com/posts/2026-05-05-egpu-mac-gaming/macos-egpu.jpg RTX 5090 and M4 MacBook Air: Can It Game? Article URL: https://scottjg.com/posts/2026-05-05-egpu-mac-gaming/ Comments URL: https://news.ycombinator.com/item?id=48137145 Points: 200 # Comments: 57 https://prismix.dev/news/3f0985bebc63 2026-05-20 monthly 0.7 https://prismix.dev/news/64ec27553832 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/Synthetic-Ian-Crosby.jpg?resize=1200,800 Khosla Ventures is betting $10M on Ian Crosby, whose last startup, Bench, imploded Crosby is building Synthetic, a fully autonomous AI bookkeeping service for other startups. https://prismix.dev/news/8efc29a626ca 2026-05-20 monthly 0.7 https://prismix.dev/news/ef25bb1c543b 2026-05-20 monthly 0.7 https://prismix.dev/news/6490b514380a 2026-05-20 monthly 0.7 https://cdn.mos.cms.futurecdn.net/3jd3yz7VBpd9cM9AFR5C8A-2000-80.jpg Claude AI recovers an 11 yrs old BTC wallet holding 400k USD Article URL: https://www.tomshardware.com/tech-industry/cryptocurrency/bitcoin-trader-recovers-usd400-000-using-claude-ai-after-losing-wallet-password-11-years-ago-bot-tried-3-5-trillion-passwords-bef https://prismix.dev/news/5c1908f5776e 2026-05-20 monthly 0.7 https://prismix.dev/news/ae5a056ea258 2026-05-20 monthly 0.7 https://prismix.dev/news/8a76567a94f4 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.05806/gradient.png Retrieval from Within: An Intrinsic Capability of Attention-Based Models Abstract INTRA demonstrates that attention-based models can perform retrieval directly from internal representations, unifying retrieval and generation while improving evidence recall and answer quali https://prismix.dev/news/e8e78cb1a018 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!yueO!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2b5a175a-ee6a-4efc-8b31-bd15fe1503c1_900x667.jpeg AI #168: Not Leading the Future This is what a lull looks like at this point. https://prismix.dev/news/43ff8b6f10ea 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/chuck-robbins-2270936687.jpg?resize=1200,865 Cisco cuts nearly 4,000 jobs to spend more on AI, reports ‘record quarterly revenue’ This is Cisco's latest layoff in recent years, while the company's chief executive touts record revenue and growth. https://prismix.dev/news/9e9f96ca4cfd 2026-05-20 monthly 0.7 https://prismix.dev/news/8b9a686d25b3 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2024/05/sb200_trophy.png?w=1080 Two weeks left: Startup Battlefield 200 applications close May 27 Your shot at VC access, global visibility, TechCrunch coverage, and $100K equity-free funding is running out. Deadline to apply is May 27. Apply now. https://prismix.dev/news/543298b38988 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/Wirestock-team.jpg?resize=1200,675 Wirestock raises $23M to supply creative multi-modal data to AI labs Wirestock has over 700,000 creators on its platform, which supplies photos, videos and 3D content to AI labs. https://prismix.dev/news/1721650b47d8 2026-05-20 monthly 0.7 https://external-preview.redd.it/ZzhlMGlsZnJ0MzFoMS2HPgnVgjLYyUhKxHp1OJeETDpFFcqAutJBOZdqBoal.png?width=640&crop=smart&auto=webp&s=a72b86768ec40988f60f7d3823fd3130763973bb Got local Qwen 3.5/3.6 generating meeting summaries entirely offline on an M4 Max. Demo with Wi-Fi off. This is the future. I'm the founder behind Hedy, an AI meeting app. I'm a huge supporter of Local AI, and we've been working on making it "consumer friendly". Speech recognition in Hedy has always run on-device (whisper. https://prismix.dev/news/cbca61e876f9 2026-05-20 monthly 0.7 https://prismix.dev/news/0d57b1c3cfb6 2026-05-20 monthly 0.7 https://prismix.dev/news/53cf1744f1ca 2026-05-20 monthly 0.7 https://wp.technologyreview.com/wp-content/uploads/2026/05/Elastic-iStock-2224485239.jpg?w=1289 Data readiness for agentic AI in financial services Financial services companies have unique needs when it comes to business AI. They operate in one of the most highly regulated sectors while responding to external events that are updated by the second https://prismix.dev/news/8df52fba33cc 2026-05-20 monthly 0.7 https://wp.technologyreview.com/wp-content/uploads/2026/05/EDB-Report-2026-cover-FINAL.png Establishing AI and data sovereignty in the age of autonomous systems When generative AI first moved from research labs into real-world business applications, enterprises made a tacit bargain: “Capability now, control later.” Feed your proprietary data into third-party https://prismix.dev/news/18f13afbd690 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/4i08f39LTE7HOZ0R3EKaKA/74f6008bbde015cfef96a14209f7673b/16_9.png?w=1600&h=900&fit=fill Work with Codex from anywhere Use Codex anywhere with the ChatGPT mobile app. Monitor, steer, and approve coding tasks in real time across devices and remote environments. https://prismix.dev/news/54ab00db4706 2026-05-20 monthly 0.7 https://prismix.dev/news/029cc0cbcba1 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.04651/gradient.png FAAST: Forward-Only Associative Learning via Closed-Form Fast Weights for Test-Time Supervised Adaptation Abstract FAAST enables efficient task adaptation by compiling labeled examples into fast weights through forward-only computation, achieving significant speedup and memory savings over traditional bac https://prismix.dev/news/f1456bd83bdb 2026-05-20 monthly 0.7 https://prismix.dev/news/3fd946f59e19 2026-05-20 monthly 0.7 https://external-preview.redd.it/MHJhYnpiNHRpMzFoMd6IxAv3cs5Y-IywEOtoas0HKnedP41CeKs-YOO7iBwD.png?width=640&crop=smart&auto=webp&s=0fe114bd74527939a5800bbd8bb1ee300726d6f1 Scenema Audio: Zero-shot expressive voice cloning and speech generation We've been building Scenema Audio as part of our video production platform at scenema.ai, and we're releasing the model weights and inference code. The core idea: emotional performance and voice ident https://prismix.dev/news/a774b865fcfb 2026-05-20 monthly 0.7 https://prismix.dev/news/8c7f14463c4b 2026-05-20 monthly 0.7 https://prismix.dev/news/6d3b6e271199 2026-05-20 monthly 0.7 https://external-preview.redd.it/Lt-TmjfB_LtH_Cqa0Z3Xix2rg9F-U8c6sn7_fQx62cc.png?width=140&height=75&auto=webp&s=ac62361c16c0634626a3acbebaa09d35cfdab0c2 [Benchmark] 5090RTX: Promt Parsing, Token Generation and Power Level Inspired by https://www.reddit.com/r/LocalLLaMA/comments/1tayu5t/stop_wasting_electricity/ I've decided to put my 5090 to test and see how do the curves look like for the device and whether there were https://prismix.dev/news/2f6c6a25303b 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12556/gradient.png M2Retinexformer: Multi-Modal Retinexformer for Low-Light Image Enhancement Abstract A multi-modal deep learning framework enhances low-light images by integrating depth cues, luminance priors, and semantic features through cross-attention fusion and adaptive gating mechanism https://prismix.dev/news/99b0b41a292a 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13030/gradient.png FeatCal: Feature Calibration for Post-Merging Models Abstract Feature drift analysis in model merging leads to FeatCal, a calibration method that reduces performance gaps through layer-wise weight updates without gradient descent, achieving superior ben https://prismix.dev/news/adf3283b862f 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/GettyImages-2243556893-1024x648.jpg Desperate Trump taps "Tim Apple," Jensen Huang, Elon Musk to attend Xi summit Xi meeting may force Trump to pivot on semiconductor tariffs and Taiwan. https://prismix.dev/news/3b2c693967d8 2026-05-20 monthly 0.7 https://prismix.dev/news/b854976519ee 2026-05-20 monthly 0.7 https://external-preview.redd.it/MmRhbzl0c2J3MjFoMXlytpuT0pgJ7ZTJg1HfkLEZ87pTC9gWgjXhZstLkJiP.png?width=640&crop=smart&auto=webp&s=a0c157cd95443b265009ef48bdb43fa2f19306e9 Automated AI researcher running locally with llama.cpp Hi everyone, I'm happy to share ml-intern, which is a harness for agents to have tighter integration with Hugging Face's open-source libraries (transformers, datasets, trl, etc) and Hub infrastructure https://prismix.dev/news/a0dd54e63762 2026-05-20 monthly 0.7 https://prismix.dev/news/7c7637213e6b 2026-05-20 monthly 0.7 https://s0.wp.com/_si/?t=eyJpbWciOiJodHRwczpcL1wvaTAud3AuY29tXC9zdHJhdGVjaGVyeS5jb21cL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMThcLzAzXC9jcm9wcGVkLWFuZHJvaWQtY2hyb21lLTUxMng1MTItMS5wbmc_Zml0PTUxMiUyQzUxMiZzc2w9MSIsInR4dCI6IlN0cmF0ZWNoZXJ5IGJ5IEJlbiBUaG9tcHNvbiIsInRlbXBsYXRlIjoiZWRnZSIsImZvbnQiOiIiLCJibG9nX2lkIjoxODgwNDM0MTV9.5VWck4PcKPWCTPe_HVznn3n3xsgn-G0b3d2OeiNNC7cMQ An Interview with Ben Thompson at the MoffettNathanson Media, Internet & Communications Conference An interview with me about the implications of the compute shortage on Aggregation Theory, consumer AI, and more. https://prismix.dev/news/e0c779132004 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13542/gradient.png RealICU: Do LLM Agents Understand Long-Context ICU Data? A Benchmark Beyond Behavior Imitation Abstract RealICU benchmark evaluates large language models for ICU decision support using hindsight-annotated patient trajectories, revealing limitations in clinical recommendation accuracy and early https://prismix.dev/news/dec747b91ecc 2026-05-20 monthly 0.7 https://prismix.dev/news/2e35d79f45af 2026-05-20 monthly 0.7 https://prismix.dev/news/6089c2d5568a 2026-05-20 monthly 0.7 https://external-preview.redd.it/d2cyNzc1ZHZrMjFoMQTkwgeObKTFg5fPX_CAi9JM9dmzJCVEk8nmjgrJwyZv.png?width=640&crop=smart&auto=webp&s=c7bd11e210e917f47c63f6a385fed4f8b31a7539 Built an open-source one-prompt-to-cinematic-reel pipeline on a single GPU — FLUX.2 [klein] for character keyframes, Wan2.2-I2V for animation, vision critic with auto-retry, music + 9-language narration in the same pipeline Shipped this for the AMD x lablab hackathon. Attached video is one of the actual reels the pipeline produced - one English sentence in, finished mp4 with characters, story, music, and voice-over out ( https://prismix.dev/news/49e454d40049 2026-05-20 monthly 0.7 https://prismix.dev/news/2806eef4d639 2026-05-20 monthly 0.7 https://prismix.dev/news/e32f4333b7e8 2026-05-20 monthly 0.7 https://wp.technologyreview.com/wp-content/uploads/2026/05/Hoeckele-deepfake-02_5e2848.jpg?w=2000 The shock of seeing your body used in deepfake porn When Jennifer got a job doing research for a nonprofit in 2023, she ran her new professional headshot through a facial recognition program. She wanted to see if the tech would pull up the porn videos https://prismix.dev/news/4d19859d890a 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13481/gradient.png PersonalAI 2.0: Enhancing knowledge graph traversal/retrieval with planning mechanism for Personalized LLM Agents Abstract PersonalAI 2.0 enhances LLM-based systems through external knowledge graph integration with dynamic multistage query processing and adaptive information search mechanisms. AI-generated summar https://prismix.dev/news/6e4ed7137356 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.09591/gradient.png From Pixels to Concepts: Do Segmentation Models Understand What They Segment? Abstract CAFE is a new benchmark for evaluating concept-faithful segmentation in promptable models through attribute-level counterfactual manipulation, revealing that accurate mask prediction does not https://prismix.dev/news/c262f2740b1e 2026-05-20 monthly 0.7 https://prismix.dev/news/d0859d43e41b 2026-05-20 monthly 0.7 https://prismix.dev/news/626384e8a668 2026-05-20 monthly 0.7 https://prismix.dev/news/90accd2914ae 2026-05-20 monthly 0.7 https://opengraph.githubassets.com/3eb126fb2c0d9e7f5b8a45f668bf542870222a1794335e18606bf240bfcaac34/oven-sh/bun/pull/30412 Rewrite Bun in Rust has been merged Article URL: https://github.com/oven-sh/bun/pull/30412 Comments URL: https://news.ycombinator.com/item?id=48132488 Points: 306 # Comments: 362 https://prismix.dev/news/2e18151ae376 2026-05-20 monthly 0.7 https://prismix.dev/news/f7951fddbd45 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13757/gradient.png FrameSkip: Learning from Fewer but More Informative Frames in VLA Training Abstract FrameSkip is a data-layer frame selection method that improves VLA policy training by prioritizing high-importance frames based on action variation and visual-coherence metrics. AI-generated https://prismix.dev/news/f5495266cb59 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.09433/gradient.png Offline Preference Optimization for Rectified Flow with Noise-Tracked Pairs Abstract Rectified flow models require prior noise information for effective preference optimization, which PNAPO addresses by augmenting preference data with noise samples and employing dynamic regul https://prismix.dev/news/bde1abb9d488 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11458/gradient.png Adaptive Teacher Exposure for Self-Distillation in LLM Reasoning Abstract Adaptive Teacher Exposure for Self-Distillation (ATESD) improves large language model reasoning by dynamically adjusting teacher exposure during training through a learnable policy controller https://prismix.dev/news/620f1dd92d77 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.10616/gradient.png MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image Abstract Multimodal tabular learning benchmarks reveal that task-specific embedding tuning improves performance over frozen pretrained embeddings, particularly when modalities provide complementary pr https://prismix.dev/news/c8a5655a23b5 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12004/gradient.png Learning Agentic Policy from Action Guidance Abstract Agentic reinforcement learning for large language models leverages action data from human interactions as reference guidance to improve exploration and reduce dependence on costly supervised https://prismix.dev/news/78dc0035555c 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13087/gradient.png Vividh-ASR: A Complexity-Tiered Benchmark and Optimization Dynamics for Robust Indic Speech Recognition Abstract Research identifies studio-bias in multilingual ASR fine-tuning and proposes R-MFT method to improve spontaneous speech performance while maintaining efficiency. AI-generated summary Fine-tun https://prismix.dev/news/1eeeb1abec68 2026-05-20 monthly 0.7 https://external-preview.redd.it/NGswcmkydWpvMTFoMXl6cA6cTH-x0YUK4XdhQwqJIovzZ8dNrHI0BO3M_pZ7.png?width=640&crop=smart&auto=webp&s=629c56ccbffe1aeafa57a50476086e1bac1c40fc Computer-use MCP that can control multiple machines (Integrate with claude, Cursor, Codex or your custom harness) Hey everyone, We built opendesk: it lets AI agents control your desktop using computer use MCP that can integrate with your custom workflow. Today we shipped something a bit wild: Your AI can now see, https://prismix.dev/news/a8a13d866377 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/55242809761_199f3d15fd_k.jpg?resize=1200,800 Who decides what AI tells you? Campbell Brown, once Meta’s news chief, has thoughts "The conversation is sort of happening in Silicon Valley around one thing, and a totally different conversation is happening among consumers." https://prismix.dev/news/d408e626ff2f 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12995/gradient.png F-GRPO: Factorized Group-Relative Policy Optimization for Unified Candidate Generation and Ranking Abstract A unified framework combines candidate generation and ranking in a single autoregressive model using factorized group-relative policy optimization to address credit assignment challenges in e https://prismix.dev/news/93a34d85095a 2026-05-20 monthly 0.7 https://prismix.dev/news/4360fa6e71ef 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12411/gradient.png Predicting Decisions of AI Agents from Limited Interaction through Text-Tabular Modeling Abstract AI agents can predict counterpart decisions in negotiation games by combining tabular features with LLM-based text representations and hidden states from a frozen observer model, outperformin https://prismix.dev/news/bb42128523ad 2026-05-20 monthly 0.7 https://preview.redd.it/enkuqo7vg11h1.png?width=140&height=74&auto=webp&s=fa91ed16898a6daec4307fd05bbe23d556342193 Integrating 3D Heat Equation into a PINN for Real-Time Aerospace Simulation (C++ WASM Engine)[P] Hey everyone, I’ve been exploring Physics-Informed Neural Networks (PINNs) to solve high-velocity thermal problems. I built Met-Shield , a re-entry simulator that uses a PINN to predict thermal gradie https://prismix.dev/news/e5fe8b20d818 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2023/11/gavel-messy-legal.jpg?resize=1200,675 Clio’s $500M milestone arrives just as Anthropic ups the ante Legal tech startups, including Clio, which just hit $500 million in ARR, are seeing massive customer adoption. https://prismix.dev/news/6c7ff351b08f 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.10268/gradient.png MemReread: Enhancing Agentic Long-Context Reasoning via Memory-Guided Rereading Abstract MemReread addresses long-context reasoning challenges by avoiding intermediate retrieval and employing question decomposition with rereading to recover discarded information, maintaining line https://prismix.dev/news/547d8296e300 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.05704/gradient.png SafeHarbor: Hierarchical Memory-Augmented Guardrail for LLM Agent Safety Abstract SafeHarbor is a novel framework for LLM agents that establishes precise decision boundaries through context-aware defense rules, featuring a hierarchical memory system and self-evolution mech https://prismix.dev/news/c2d54e0070ed 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12587/gradient.png TrackCraft3R: Repurposing Video Diffusion Transformers for Dense 3D Tracking Abstract TrackCraft3R enables efficient dense 3D tracking from monocular video by adapting video diffusion transformers to follow physical points across frames using dual-latent representation and tem https://prismix.dev/news/4e81d7865ea7 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12975/gradient.png Retrieval is Cheap, Show Me the Code: Executable Multi-Hop Reasoning for Retrieval-Augmented Generation Abstract Multi-hop question answering is reformulated as program synthesis and execution, enabling structured reasoning, deterministic feedback, and improved performance over existing retrieval-augmen https://prismix.dev/news/439d727a63cd 2026-05-20 monthly 0.7 https://prismix.dev/news/637444dcf05d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Learning When to Act: Communication-Efficient Reinforcement Learning via Run-Time Assurance arXiv:2605.12561v1 Announce Type: new Abstract: Safe reinforcement learning (RL) typically asks $\textit{what}$ an agent should do. We ask $\textit{when}$ it needs to act, and show that a single polic https://prismix.dev/news/1193b039230e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png CAWI: Copula-Aligned Weight Initialization for Randomized Neural Networks arXiv:2605.12580v1 Announce Type: new Abstract: Randomized neural networks (RdNNs) enable efficient, backpropagation-free training by freezing randomly initialized input-to-hidden weights, which permi https://prismix.dev/news/1e7460a44575 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Towards Robust Federated Multimodal Graph Learning under Modality Heterogeneity arXiv:2605.12584v1 Announce Type: new Abstract: Recently, multimodal graph learning (MGL) has garnered significant attention for integrating diverse modality information and structured context to supp https://prismix.dev/news/afe26a5abcd3 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png OceanCBM: A Concept Bottleneck Model for Mechanistic Interpretability in Ocean Forecasting arXiv:2605.12639v1 Announce Type: new Abstract: Extreme ocean phenomena are challenging not only to predict but to diagnose, as accurate forecasts alone do not reveal the underlying physical drivers. https://prismix.dev/news/cc151c9e8d56 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Learning to Decide with AI Assistance under Human-Alignment arXiv:2605.12646v1 Announce Type: new Abstract: It is widely agreed that when AI models assist decision-makers in high-stakes domains by predicting an outcome of interest, they should communicate the https://prismix.dev/news/01b096621b4a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Population Risk Bounds for Kolmogorov-Arnold Networks Trained by DP-SGD with Correlated Noise arXiv:2605.12648v1 Announce Type: new Abstract: We establish the first population risk bounds for Kolmogorov-Arnold Networks (KANs) trained by mini-batch SGD with gradient clipping, covering non-priva https://prismix.dev/news/4503723de0ba 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Runtime Monitoring of Perception-Based Autonomous Systems via Embedding Temporal Logic arXiv:2605.12651v1 Announce Type: new Abstract: Runtime monitoring of autonomous systems traditionally relies on mapping continuous sensor observations to discrete logical propositions defined over lo https://prismix.dev/news/8e278c71ef93 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Multi-Rollout On-Policy Distillation via Peer Successes and Failures arXiv:2605.12652v1 Announce Type: new Abstract: Large language models are often post-trained with sparse verifier rewards, which indicate whether a sampled trajectory succeeds but provide limited guid https://prismix.dev/news/80f287053be7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Plan Before You Trade: Inference-Time Optimization for RL Trading Agents arXiv:2605.12653v1 Announce Type: new Abstract: Reinforcement learning agents for portfolio management are typically trained and deployed as static policies, with no mechanism for using price forecast https://prismix.dev/news/40a149231848 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png scShapeBench: Discovering geometry from high dimensional scRNAseq data arXiv:2605.12662v1 Announce Type: new Abstract: High-dimensional point cloud data arise across many scientific domains, especially single-cell biology. The shapes or topologies of these datasets deter https://prismix.dev/news/11fc63a91e40 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ODRPO: Ordinal Decompositions of Discrete Rewards for Robust Policy Optimization arXiv:2605.12667v1 Announce Type: new Abstract: The alignment of Large Language Models (LLMs) utilizes Reinforcement Learning from AI Feedback (RLAIF) for non-verifiable domains such as long-form ques https://prismix.dev/news/0a2611f15840 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Parallel-in-Time Training of Recurrent Neural Networks for Dynamical Systems Reconstruction arXiv:2605.12683v1 Announce Type: new Abstract: Reconstructing nonlinear dynamical systems (DS) from data (DSR) is a fundamental challenge in science and engineering, but it inherently relies on seque https://prismix.dev/news/423644aaf96e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Unified Perspective for Learning Graph Representations Across Multi-Level Abstractions arXiv:2605.12685v1 Announce Type: new Abstract: Graph Self-Supervised Learning (GSSL) has emerged as a powerful paradigm for generating high-quality representations for graph-structured data. While mu https://prismix.dev/news/1c15074ba515 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png IGT-OMD: Implicit Gradient Transport for Decision-Focused Learning under Delayed Feedback arXiv:2605.12693v1 Announce Type: new Abstract: Decision-focused learning trains predictive models end-to-end against downstream decision loss, but online settings suffer delayed feedback: outcomes ma https://prismix.dev/news/f8475af587fd 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Modeling Heterophily in Multiplex Graphs: An Adaptive Approach for Node Classification arXiv:2605.12699v1 Announce Type: new Abstract: Existing multiplex graph models often assume homophily, where connected nodes tend to belong to the same class or share similar attributes. Consequently https://prismix.dev/news/877715384dfd 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png UFO: A Domain-Unification-Free Operator Framework for Generalized Operator Learning arXiv:2605.12700v1 Announce Type: new Abstract: Neural operators have become an effective framework for learning mappings between function spaces, yet most existing architectures realize operators wit https://prismix.dev/news/55cf80229f17 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Do Fair Models Reason Fairly? Counterfactual Explanation Consistency for Procedural Fairness in Credit Decisions arXiv:2605.12701v1 Announce Type: new Abstract: Machine learning algorithms in socially sensitive domains (e.g., credit decisions) often focus on equalizing predictive outcomes. However, satisfying th https://prismix.dev/news/b81530a84413 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Early Data Exposure Improves Robustness to Subsequent Fine-Tuning arXiv:2605.12705v1 Announce Type: new Abstract: How can we train models whose post-trained capabilities survive subsequent fine-tuning? Rather than focusing on downstream interventions to mitigate for https://prismix.dev/news/328fde7f656d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Resampling-Based Framework for Network Structure Learning in High-Dimensional Data arXiv:2605.12706v1 Announce Type: new Abstract: RSNet is an open-source R package that provides a resampling-based framework for robust and interpretable network inference, designed to address the lim https://prismix.dev/news/ea18bf69bd17 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Spectral Energy Centroid: a Metric for Improving Performance and Analyzing Spectral Bias in Implicit Neural Representations arXiv:2605.12709v1 Announce Type: new Abstract: Implicit Neural Representations (INRs) model continuous signals using multilayer perceptrons (MLPs), enabling compact, differentiable, and high-fidelity https://prismix.dev/news/94d1f52945fe 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Layer-wise Representation Dynamics: An Empirical Investigation Across Embedders and Base LLMs arXiv:2605.12714v1 Announce Type: new Abstract: Hidden states change substantially across the layers of modern language models, but most layer-wise analyses focus on one aspect of that change. We prop https://prismix.dev/news/669fd1e686f6 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Scaling Laws for Mixture Pretraining Under Data Constraints arXiv:2605.12715v1 Announce Type: new Abstract: As language models scale, the amount of data they require grows -- yet many target data sources, such as low-resource languages or specialized domains, https://prismix.dev/news/fb99d11383bf 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Before the Last Token: Diagnosing Final-Token Safety Probe Failures arXiv:2605.12726v1 Announce Type: new Abstract: Final-token safety probes monitor a single hidden state after prompt prefill, but jailbreak prompts can contain probe-visible unsafe evidence distribute https://prismix.dev/news/a6f01b8b891e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From Generalist to Specialist Representation arXiv:2605.12733v1 Announce Type: new Abstract: Given a generalist model, learning a task-relevant specialist representation is fundamental for downstream applications. Identifiability, the asymptotic https://prismix.dev/news/65b52f055cb2 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ConRetroBert: EMA Stabilized Dual Encoders for Template-Based Single-Step Retrosynthesis arXiv:2605.12736v1 Announce Type: new Abstract: Template based single step retrosynthesis predicts reactants by selecting and applying an explicit reaction template, making each prediction traceable t https://prismix.dev/news/909428e263be 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Learning with Rare Success but Rich Feedback via Reflection-Enhanced Self-Distillation arXiv:2605.12741v1 Announce Type: new Abstract: Enabling Large Language Models (LLMs) to continuously improve from environmental interactions is a central challenge in post-training. While on-policy s https://prismix.dev/news/f15d9f029d23 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Low-Rank Adapters Initialization via Gradient Surgery for Continual Learning arXiv:2605.12752v1 Announce Type: new Abstract: LoRA is widely adopted for continual fine-tuning of Large Language Models due to its parameter efficiency, modularity across tasks, and compatibility wi https://prismix.dev/news/2b101ef70bc2 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Constraint-Aware Flow Matching: Decision Aligned End-to-End Training for Constrained Sampling arXiv:2605.12754v1 Announce Type: new Abstract: Deep generative models provide state-of-the-art performance across a wide array of applications, with recent studies showing increasing applicability fo https://prismix.dev/news/836fbe804091 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Predicting Channel Closures in the Lightning Network with Machine Learning arXiv:2605.12759v1 Announce Type: new Abstract: The Lightning Network (LN) is a second-layer protocol for Bitcoin designed to enable fast and cost-efficient off-chain transactions. Channels in the LN https://prismix.dev/news/842261abbdfc 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Multi-Quantile Regression for Extreme Precipitation Downscaling arXiv:2605.12762v1 Announce Type: new Abstract: Deep super-resolution networks for precipitation downscaling achieve strong bulk skill yet systematically under-predict the heavy-tail events that drive https://prismix.dev/news/66d31e64e050 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png State-Space NTK Collapse Near Bifurcations arXiv:2605.12763v1 Announce Type: new Abstract: Rich feature learning in tasks that unfold over time often requires the model to pass through bifurcations, constituting qualitative changes in the unde https://prismix.dev/news/a44e16535231 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Inference-Time Machine Unlearning via Gated Activation Redirection arXiv:2605.12765v1 Announce Type: new Abstract: Large Language Models memorize vast amounts of training data, raising concerns regarding privacy, copyright infringement, and safety. Machine unlearning https://prismix.dev/news/5f3f4dc4e7e5 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png WriteSAE: Sparse Autoencoders for Recurrent State arXiv:2605.12770v1 Announce Type: new Abstract: We introduce WriteSAE, the first sparse autoencoder that decomposes and edits the matrix cache write of state-space and hybrid recurrent language models https://prismix.dev/news/649af8213409 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Graph-Based Financial Fraud Detection with Calibrated Risk Scoring and Structural Regularization arXiv:2605.12782v1 Announce Type: new Abstract: Financial transaction fraud prevention faces challenges such as complex relationship structures, concealed behavioral patterns, and dynamically changing https://prismix.dev/news/44bd465d102e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ToolMol: Evolutionary Agentic Framework for Multi-objective Drug Discovery arXiv:2605.12784v1 Announce Type: new Abstract: Advances in large language models (LLMs) have recently opened new and promising avenues for small-molecule drug discovery. Yet existing LLM-based approa https://prismix.dev/news/8443025841ee 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Identifying the nonlinear string dynamics with port-Hamiltonian neural networks arXiv:2605.12785v1 Announce Type: new Abstract: Hybrid machine learning combines physical knowledge with data-driven models to enhance interpretability and performance. In this context, Port-Hamiltoni https://prismix.dev/news/3e9034db684e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From Heuristics to Analytics: Forecasting Effort and Progress in Online Learning arXiv:2605.12788v1 Announce Type: new Abstract: Sustained effort is essential for realizing the benefits of intelligent tutoring systems (ITS), yet many learners disengage or underuse available practi https://prismix.dev/news/fd0382c574dd 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SoK: A Comprehensive Analysis of the Current Status of Neural Tangent Generalization Attacks with Research Directions arXiv:2605.12792v1 Announce Type: new Abstract: There is recently a serious issue that Deep Neural Networks (DNNs) training uses more and more unauthorized data. A clean-label generalization attack, o https://prismix.dev/news/f9e058a58ee7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer arXiv:2605.12798v1 Announce Type: new Abstract: Fine-tuning LLMs on narrow harmful datasets can induce Emergent Misalignment (EM), where models exhibit misaligned behavior far beyond the fine-tuning d https://prismix.dev/news/d0d12dbed482 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Pitfalls of Unlabeled Disagreement-Based Drift Detection in Streaming Tree Ensembles arXiv:2605.12803v1 Announce Type: new Abstract: Detecting concept drift in high-speed data streams remains challenging, particularly when models must operate on unlabeled data and avoid false alarms c https://prismix.dev/news/368481159e9c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Discrete MeanFlow: One-Step Generation via Conditional Transition Kernels arXiv:2605.12805v1 Announce Type: new Abstract: MeanFlow enables one-step generation in continuous spaces by learning an average velocity over a time interval rather than the instantaneous velocity fi https://prismix.dev/news/e08d348586eb 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Neurodata Without Boredom: Benchmarking Agentic AI for Data Reuse arXiv:2605.12808v1 Announce Type: new Abstract: Neuroscience data are highly fragmented across labs, formats, and experimental paradigms, and reuse often requires substantial manual effort. A persiste https://prismix.dev/news/583aa62a6715 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Correcting Influence: Unboxing LLM Outputs with Orthogonal Latent Spaces arXiv:2605.12809v1 Announce Type: new Abstract: A critical step for reliable large language models (LLMs) use in healthcare is to attribute predictions to their training data, akin to a medical case s https://prismix.dev/news/1c4a3c8128fb 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png AGOP as Explanation: From Feature Learning to Per-Sample Attribution in Image Classifiers arXiv:2605.12816v1 Announce Type: new Abstract: The Average Gradient Outer Product (AGOP) governs feature learning in neural networks: the Neural Feature Ansatz states that weight Gram matrices at eac https://prismix.dev/news/10d64e516a70 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Training Large Language Models to Predict Clinical Events arXiv:2605.12817v1 Announce Type: new Abstract: Longitudinal clinical notes contain rich evidence of how patients evolve over time, but converting this signal into training supervision for clinical pr https://prismix.dev/news/8d43525ed129 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Hessian Matching for Machine-Learned Coarse-Grained Molecular Dynamics arXiv:2605.12823v1 Announce Type: new Abstract: Coarse-grained (CG) molecular dynamics enables simulations of atomic systems such as biomolecules at timescales inaccessible to all-atom (AA) methods, b https://prismix.dev/news/a0487abb8fa6 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion arXiv:2605.12825v1 Announce Type: new Abstract: We introduce Orthrus, a simple and efficient dual-architecture framework that unifies the exact generation fidelity of autoregressive Large Language Mod https://prismix.dev/news/d303e9545fa8 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Quantifying Potential Observation Missingness in Inverse Reinforcement Learning arXiv:2605.12831v1 Announce Type: new Abstract: Inverse reinforcement learning (IRL), which infers reward functions from demonstrations, is a valuable tool for modeling and understanding decision-maki https://prismix.dev/news/e6219b8beeed 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Discrete Stochastic Localization for Non-autoregressive Generation arXiv:2605.12836v1 Announce Type: new Abstract: Continuous diffusion is a natural framework for non-autoregressive generation but has generally lagged behind masked discrete diffusion models (MDMs) on https://prismix.dev/news/196a000cc968 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Bayesian Model Merging arXiv:2605.12843v1 Announce Type: new Abstract: Model merging aims to combine multiple task-specific expert models into a single model without joint retraining, offering a practical alternative to mul https://prismix.dev/news/3e1ed504cf9c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Multitask Multimodal Fusion with Tabular Foundation Models for Peak and Durability Prediction of Pertussis Booster Response arXiv:2605.12852v1 Announce Type: new Abstract: Pertussis booster vaccination produces immune responses that vary widely across individuals in both peak magnitude and long-term durability. These two p https://prismix.dev/news/13b8bfdc964c 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SMA: Submodular Modality Aligner For Data Efficient Multimodal Learning arXiv:2605.12872v1 Announce Type: new Abstract: Despite the recent success of Multimodal Foundation Models (FMs), their reliance on massive paired datasets limits their applicability in low-data and r https://prismix.dev/news/70673302e434 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Descriptive Collision in Sparse Autoencoder Auto-Interpretability: When One Explanation Describes Many Features arXiv:2605.12874v1 Announce Type: new Abstract: Sparse autoencoders (SAEs) are now standard tools for decomposing language model activations into interpretable features, and automated interpretability https://prismix.dev/news/0597cb84bd0f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Certified Robustness under Heterogeneous Perturbations via Hybrid Randomized Smoothing arXiv:2605.12876v1 Announce Type: new Abstract: Randomized smoothing provides strong, model-agnostic robustness certificates, but existing guarantees are limited to single modalities, treating continu https://prismix.dev/news/eb18111c96f9 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ASAP: Amortized Doubly-Stochastic Attention via Sliced Dual Projection arXiv:2605.12879v1 Announce Type: new Abstract: Doubly-stochastic attention has emerged as a transport-based alternative to row-softmax attention, with recent Transformer variants using it to reduce a https://prismix.dev/news/ebe4959c9674 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png RISED: A Pre-Deployment Safety Evaluation Framework for Clinical AI Decision-Support Systems arXiv:2605.12895v1 Announce Type: new Abstract: Aggregate accuracy metrics dominate the evaluation of clinical AI decision-support systems but do not detect deployment-phase failures of input reliabil https://prismix.dev/news/e36e43d790cc 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png VIP-COP: Context Optimization for Tabular Foundation Models arXiv:2605.12904v1 Announce Type: new Abstract: Tabular foundation models (TFMs) have emerged as a powerful paradigm for in-context learning on structured data, enabling direct prediction on new tabul https://prismix.dev/news/9465293448c9 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Data Difficulty and the Generalization--Extrapolation Tradeoff in LLM Fine-Tuning arXiv:2605.12906v1 Announce Type: new Abstract: Data selection during supervised fine-tuning (SFT) can critically change the behavior of large language models (LLMs). Although existing work has studie https://prismix.dev/news/aa0ab217ee52 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Revisiting DAgger in the Era of LLM-Agents arXiv:2605.12913v1 Announce Type: new Abstract: Long-horizon LM agents learn from multi-turn interaction, where a single early mistake can alter the subsequent state distribution and derail the whole https://prismix.dev/news/0aab6a69e2eb 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png IV-ICL: Bounding Causal Effects with Instrumental Variables via In-Context Learning arXiv:2605.12924v1 Announce Type: new Abstract: The instrumental-variables (IV) setting is standard for partial identification of causal effects when unobserved confounding makes point identification https://prismix.dev/news/c26a2b1bed1b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png The Efficiency Gap in Byte Modeling arXiv:2605.12928v1 Announce Type: new Abstract: Modern language models have historically relied on two dominant design choices: subword tokenization and autoregressive (AR) ordering. These design deci https://prismix.dev/news/45ece1552193 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png The Expressivity Boundary of Probabilistic Circuits: A Comparison with Large Language Models arXiv:2605.12940v1 Announce Type: new Abstract: Probabilistic Circuits (PCs) are deep generative models that support exact and efficient probabilistic inference. Yet in autoregressive language modelin https://prismix.dev/news/d48001156824 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Reinforced Collaboration in Multi-Agent Flow Networks arXiv:2605.12943v1 Announce Type: new Abstract: Multi-agent systems provide a powerful way to extend large language models (LLMs) by decomposing a complex task into specialized subtasks handled by dif https://prismix.dev/news/028a74af3d9e 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From Instance Selection to Fixed-Pool Data Recipe Search for Supervised Fine-Tuning arXiv:2605.12944v1 Announce Type: new Abstract: Supervised fine-tuning (SFT) data selection is commonly formulated as instance ranking: score each example and retain a top-$k$ subset. However, effecti https://prismix.dev/news/143486caf1af 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Separating Shortcut Transition from Cross-Family OOD Failure in a Minimal Model arXiv:2605.12945v1 Announce Type: new Abstract: Shortcut features are often invoked to explain out-of-distribution (OOD) failure, but training correlation, learned shortcut use, and test-time failure https://prismix.dev/news/d68ee320d3df 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png U-HNO: A U-shaped Hybrid Neural Operator with Sparse-Point Adaptive Routing for Non-stationary PDE Dynamics arXiv:2605.12965v1 Announce Type: new Abstract: Solutions to many partial differential equations (PDEs) display coexisting smooth global transport and localized sharp features within a single trajecto https://prismix.dev/news/5dda767abde8 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Controlling Logical Collapse in LLMs via Algebraic Ontology Projection over F2 arXiv:2605.12968v1 Announce Type: new Abstract: Do large language models internally encode ontological relations in a formally verifiable algebraic structure? We introduce Algebraic Ontology Projectio https://prismix.dev/news/5c1e422a5931 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Revisiting Reinforcement Learning with Verifiable Rewards from a Contrastive Perspective arXiv:2605.12969v1 Announce Type: new Abstract: RLVR has become a widely adopted paradigm for improving LLMs' reasoning capabilities, and GRPO is one of its most representative algorithms. In this pap https://prismix.dev/news/11e16fe2a9a9 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png CoRe-Gen: Robust Spectrum-to-Structure Generation under Imperfect Fingerprint Conditions arXiv:2605.12980v1 Announce Type: new Abstract: Molecular structure elucidation from tandem mass spectra (MS/MS) remains challenging, particularly for de novo generation beyond database coverage. A co https://prismix.dev/news/b8bd4d1e7316 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Decision Tree Learning on Product Spaces arXiv:2605.12983v1 Announce Type: new Abstract: Decision tree learning has long been a central topic in theoretical computer science, driven by its practical importance. A fundamental and widely used https://prismix.dev/news/ba05d86ff4c7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Not Just RLHF: Why Alignment Alone Won't Fix Multi-Agent Sycophancy arXiv:2605.12991v1 Announce Type: new Abstract: LLM-based multi-agent pipelines flip from correct to incorrect answers under simulated peer disagreement at rates we term yield, a vulnerability widely https://prismix.dev/news/5fef3708540a 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png DP-Muon: Differentially Private Optimization via Matrix-Orthogonalized Momentum arXiv:2605.12994v1 Announce Type: new Abstract: We study differentially private (DP) training with Muon, a matrix-valued optimizer that updates hidden-layer weights using momentum followed by Newton-- https://prismix.dev/news/9feff5e2ec24 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png F-GRPO: Factorized Group-Relative Policy Optimization for Unified Candidate Generation and Ranking arXiv:2605.12995v1 Announce Type: new Abstract: Traditional retrieval pipelines optimize utility through stages of candidate retrieval and reranking, where ranking operates over a predefined candidate https://prismix.dev/news/989cdf0aacb6 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Frequency Bias and OOD Generalization in Neural Operators under a Variable-Coefficient Wave Equation arXiv:2605.12997v1 Announce Type: new Abstract: Neural operators learn to map initial conditions to the terminal solution of partial differential equations (PDEs), providing a surrogate for the full o https://prismix.dev/news/fa38796af926 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png \emph{DRIFT}: A Benchmark for Task-Free Continual Graph Learning with Continuous Distribution Shifts arXiv:2605.12998v1 Announce Type: new Abstract: Continual graph learning (CGL) aims to learn from dynamically evolving graphs while mitigating catastrophic forgetting. Existing CGL approaches typicall https://prismix.dev/news/6a3a66d69749 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png JEDI: Joint Embedding Diffusion World Model for Online Model-Based Reinforcement Learning arXiv:2605.13013v1 Announce Type: new Abstract: Diffusion world models have recently become competitive for online model-based reinforcement learning, but current approaches expose a tension: pixel di https://prismix.dev/news/7ed2cefab7a7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Rethinking Efficient Graph Coarsening via a Non-Selfishness Principle arXiv:2605.13021v1 Announce Type: new Abstract: Graph coarsening is a graph dimensionality reduction technique that aims to construct a smaller and more tractable graph while preserving the essential https://prismix.dev/news/8bc8f400a2a0 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Offline Two-Player Zero-Sum Markov Games with KL Regularization arXiv:2605.13025v1 Announce Type: new Abstract: We study the problem of learning Nash equilibria in offline two-player zero-sum Markov games. While existing approaches often rely on explicit pessimism https://prismix.dev/news/2a19960ce49d 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Understanding and Accelerating the Training of Masked Diffusion Language Models arXiv:2605.13026v1 Announce Type: new Abstract: Masked diffusion models (MDMs) have emerged as a promising alternative to autoregressive models (ARMs) for language modeling. However, MDMs are known to https://prismix.dev/news/cdf67ea421ce 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png FeatCal: Feature Calibration for Post-Merging Models arXiv:2605.13030v1 Announce Type: new Abstract: Model merging combines task experts into one model and avoids joint training, retraining, or deploying many expert models, but the merged model often st https://prismix.dev/news/c0af8e84bd82 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png What Information Matters? Graph Out-of-Distribution Detection via Tri-Component Information Decomposition arXiv:2605.13032v1 Announce Type: new Abstract: Graph neural networks are widely used for node classification, but they remain vulnerable to out-of-distribution (OOD) shifts in node features and graph https://prismix.dev/news/4ca6c6d12a94 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Large Language Models Lack Temporal Awareness of Medical Knowledge arXiv:2605.13045v1 Announce Type: new Abstract: The existing methods for evaluating the medical knowledge of Large Language Models (LLMs) are largely based on atemporal examination-style benchmarks, w https://prismix.dev/news/abcf8163c065 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Bridging Domain Gaps with Target-Aligned Generation for Offline Reinforcement Learning arXiv:2605.13054v1 Announce Type: new Abstract: Cross-domain offline reinforcement learning aims to adapt a policy from a source domain to a target domain using only pre-collected datasets, where envi https://prismix.dev/news/9377e3e68282 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Ergodic Trajectory Design by Learned Pushforward Maps: Provable Coverage via Conditional Flow Matching arXiv:2605.13063v1 Announce Type: new Abstract: Designing continuous trajectories whose time-averaged occupancy provably matches a prescribed spatial density (the \emph{ergodic coverage} problem) is c https://prismix.dev/news/6c739d0fc056 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Local Inverse Geometry Can Be Amortized arXiv:2605.13068v1 Announce Type: new Abstract: Nonlinear inverse problems often trade inexpensive but fragile first-order updates against curvature-aware methods such as Gauss-Newton and Levenberg-Ma https://prismix.dev/news/7d46d9035645 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Spectral Flattening Is All Muon Needs: How Orthogonalization Controls Learning Rate and Convergence arXiv:2605.13079v1 Announce Type: new Abstract: Muon orthogonalizes the momentum buffer before each update, replacing its singular values with ones via Newton-Schulz iterations. This simple change let https://prismix.dev/news/90e271d43453 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Bayesian Nonparametric Mixed-Effect ODEs with Gaussian Processes arXiv:2605.13088v1 Announce Type: new Abstract: Dynamical modelling is central to many scientific domains, including pharmacometrics, systems biology, physiology, and epidemiology. In these settings, https://prismix.dev/news/fde8e9ed3754 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Margin-calibrated Classifier Guidance for Property-driven Synthesis Planning arXiv:2605.13101v1 Announce Type: new Abstract: Synthesis planning seeks an efficient sequence of chemical reactions that produce a target molecule. Typically, a pretrained single-step (autoregressive https://prismix.dev/news/99efd4cd5784 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png MLGIB: Multi-Label Graph Information Bottleneck for Expressive and Robust Message Passing arXiv:2605.13126v1 Announce Type: new Abstract: Graph Neural Networks (GNNs) suffer from over-squashing in deep message passing, where information from exponentially growing neighborhoods is compresse https://prismix.dev/news/a34e1d942236 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ERPPO: Entropy Regularization-based Proximal Policy Optimization arXiv:2605.13131v1 Announce Type: new Abstract: Multi-Agent Proximal Policy Optimization (MAPPO) is a variant of the Proximal Policy Optimization (PPO) algorithm, specifically tailored for multi-agent https://prismix.dev/news/6adb51c13f05 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png KAST-BAR: Knowledge-Anchored Semantically-Dynamic Topology Brain Autoregressive Modeling for Universal Neural Interpretation arXiv:2605.13133v1 Announce Type: new Abstract: While EEG foundation models have shown significant potential in universal neural decoding across tasks, their advancement remains constrained by the ina https://prismix.dev/news/24d05db5f7d8 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Collaborating in Multi-Armed Bandits with Strategic Agents arXiv:2605.13145v1 Announce Type: new Abstract: We study collaborative learning in multi-agent Bayesian bandit problems, where strategic agents collectively solve the same bandit instance. While multi https://prismix.dev/news/cb5834693c4f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Understanding Generalization through Decision Pattern Shift arXiv:2605.13148v1 Announce Type: new Abstract: Understanding why deep neural networks (DNNs) fail to generalize to unseen samples remains a long-standing challenge. Existing studies mainly examine ch https://prismix.dev/news/c29d1a93119f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Continual Fine-Tuning of Large Language Models via Program Memory arXiv:2605.13162v1 Announce Type: new Abstract: Parameter-Efficient Fine-Tuning (PEFT), particularly Low-Rank Adaptation (LoRA), has become a standard approach for adapting Large Language Models (LLMs https://prismix.dev/news/46c22a2f6744 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Finding the Weakest Link: Adversarial Attack against Multi-Agent Communications arXiv:2605.13170v1 Announce Type: new Abstract: Multi-agent systems rely on communication for information sharing and action coordination, which exposes a vulnerability to attacks. We investigate sing https://prismix.dev/news/9195f35ced3b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Do Heavy Tails Help Diffusion? On the Subtle Trade-off Between Initialization and Training arXiv:2605.13175v1 Announce Type: new Abstract: Recent works have proposed incorporating heavy-tailed (HT) noise into diffusion- and flow-based generative models, with the goals of better recovering t https://prismix.dev/news/adbd9531fc77 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Stable Attention Response for Reliable Precipitation Nowcasting arXiv:2605.13181v1 Announce Type: new Abstract: Precipitation nowcasting remains challenging due to the highly localized, rapidly evolving, and heterogeneous nature of atmospheric dynamics. Although r https://prismix.dev/news/9719c84b64e8 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png N-vium: Mixture-of-Exits Transformer for Accelerated Exact Generation arXiv:2605.13190v1 Announce Type: new Abstract: Improving the inference efficiency of autoregressive transformers typically means reducing FLOPs per token, usually through approximations that degrade https://prismix.dev/news/01a127b841a6 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ECG-NAT: A Self-supervised Neighborhood Attention Transformer for Multi-lead Electrocardiogram Classification arXiv:2605.13194v1 Announce Type: new Abstract: Electrocardiogram (ECG) arrhythmia classification remains challenging due to signal variability, noise, limited labeled data, and the difficulty in achi https://prismix.dev/news/1edbdc88665f 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png McCast: Memory-Guided Latent Drift Correction for Long-Horizon Precipitation Nowcasting arXiv:2605.13197v1 Announce Type: new Abstract: Existing precipitation nowcasting methods typically adopt an autoregressive formulation, where future states are predicted from previous outputs. Howeve https://prismix.dev/news/b205cd86d4ec 2026-05-20 monthly 0.7 https://www.anthropic.com/api/opengraph-illustration?name=Object%20Store&backgroundColor=clay Claude for Small Business Article URL: https://www.anthropic.com/news/claude-for-small-business Comments URL: https://news.ycombinator.com/item?id=48130950 Points: 220 # Comments: 148 https://prismix.dev/news/57848fd93897 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.09942/gradient.png HAGE: Harnessing Agentic Memory via RL-Driven Weighted Graph Evolution Abstract HAGE introduces a weighted multi-relational memory framework that enables query-conditioned traversal over unified relational memory graphs, improving long-horizon reasoning accuracy through https://prismix.dev/news/488b6a173fa4 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!uqHa!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1f3bb92f-f1bd-4329-9b9c-64c681eec378_1290x874.png [AINews] Codex Rises, Claude Meters Programmatic Usage a quiet day lets us report on a long trend of the major coding agents https://prismix.dev/news/e1491ba835a0 2026-05-20 monthly 0.7 https://preview.redd.it/p9cd2zmfy01h1.png?width=140&height=56&auto=webp&s=fd1f3545b0efc0e42e9d014caa1aa2f83f0f409a Continual Harness: Online Adaptation for Self-Improving Foundation Agents [R] https://preview.redd.it/p9cd2zmfy01h1.png?width=2000&format=png&auto=webp&s=a8e99bac438c2505d97ed3716983aa731da855f8 Sharing a new paper from the GPP and PokeAgent teams. Gemini Plays Pokémon (GPP) wa https://prismix.dev/news/198ee97ecc64 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12825/gradient.png Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion Abstract Orthrus is a dual-architecture framework that combines autoregressive LLMs with diffusion models to achieve fast parallel token generation while maintaining exact inference fidelity through s https://prismix.dev/news/f8ceff0de9a1 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13779/gradient.png MinT: Managed Infrastructure for Training and Serving Millions of LLMs Abstract MinT is a managed infrastructure system that enables efficient low-rank adaptation training and serving by keeping base models resident and moving lightweight adapter revisions, scaling acros https://prismix.dev/news/3d29a59ab630 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13724/gradient.png AnyFlow: Any-Step Video Diffusion Model with On-Policy Flow Map Distillation Abstract AnyFlow introduces a novel any-step video diffusion distillation framework that improves upon consistency distillation by optimizing full ODE sampling trajectories through flow-map transition https://prismix.dev/news/b9d70ae50ea9 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13511/gradient.png Many-Shot CoT-ICL: Making In-Context Learning Truly Learn Abstract Many-shot in-context learning for reasoning tasks exhibits different scaling behaviors than non-reasoning tasks, with demonstration ordering and selection significantly impacting performance. https://prismix.dev/news/c6d572114593 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11680/gradient.png ShapeCodeBench: A Renewable Benchmark for Perception-to-Program Reconstruction of Synthetic Shape Scenes Abstract ShapeCodeBench presents a synthetic benchmark for perception-to-program reconstruction where models generate executable drawing programs from raster images, evaluated on multiple metrics incl https://prismix.dev/news/26fafead01f3 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13565/gradient.png Qwen-Image-VAE-2.0 Technical Report Abstract Qwen-Image-VAE-2.0 is a high-compression Variational Autoencoder suite that improves reconstruction fidelity and diffusability through enhanced architecture, large-scale training, and semanti https://prismix.dev/news/80949848818a 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13775/gradient.png RoboEvolve: Co-Evolving Planner-Simulator for Robotic Manipulation with Limited Data Abstract RoboEvolve combines vision-language and video generation models in a co-evolutionary framework to enable scalable robotic manipulation with improved data efficiency and continuous learning ca https://prismix.dev/news/cc20b8885b18 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13831/gradient.png Training Long-Context Vision-Language Models Effectively with Generalization Beyond 128K Context Abstract Long-context continued pre-training enhances vision-language models' ability to handle extended documents while maintaining performance across diverse contexts through strategic data mixture https://prismix.dev/news/c96274783c40 2026-05-20 monthly 0.7 https://prismix.dev/news/0291598897e3 2026-05-20 monthly 0.7 https://prismix.dev/news/2db857e31fa5 2026-05-20 monthly 0.7 https://prismix.dev/news/9432d143a984 2026-05-20 monthly 0.7 https://external-preview.redd.it/ZWk4Mm5vdHVpMDFoMcAkaZGHa6mta0gUHMMs9-vsmENRsz55xrobsaCiKwhX.png?width=640&crop=smart&auto=webp&s=18e37de48230a00fe278d9739cfe620f6a08ad42 Multi-Token Prediction (MTP) for Qwen on LLaMA.cpp + TurboQuant Implemented Multi-Token Prediction for QWEN on LLaMA.cpp with TurboQuant. +40% performance! 90% acceptance rate. Running locally on a MacBook Pro M5 Max 64GB RAM. Outputs: LLaMA.cpp + TurboQuant: 21 t https://prismix.dev/news/1f685c9701c3 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12925/gradient.png AgentLens: Revealing The Lucky Pass Problem in SWE-Agent Evaluation Abstract Software engineering agents are evaluated using a process-level framework that reveals differences between effective and ineffective approaches, identifying patterns like lucky passes and pro https://prismix.dev/news/7ce39720e131 2026-05-20 monthly 0.7 https://prismix.dev/news/46dd6b1a464a 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12964/gradient.png Asymmetric Flow Models Abstract Asymmetric Flow Modeling enables efficient high-dimensional flow-based generation by restricting noise prediction to low-rank subspaces while maintaining full-dimensional data prediction, ach https://prismix.dev/news/13d4aed1d686 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12770/gradient.png WriteSAE: Sparse Autoencoders for Recurrent State Abstract WriteSAE enables sparse autoencoder decomposition and editing of matrix cache writes in state-space and hybrid recurrent language models, achieving superior performance in token-level interve https://prismix.dev/news/838ce571eba5 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.08737/gradient.png The Extrapolation Cliff in On-Policy Distillation of Near-Deterministic Structured Outputs Abstract On-policy distillation with reward extrapolation exhibits a safety threshold beyond which structured output tasks lose format preservation, with empirical validation showing performance parit https://prismix.dev/news/5dd5be099adb 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12913/gradient.png Revisiting DAgger in the Era of LLM-Agents Abstract DAgger-style training for long-horizon language model agents combines supervised fine-tuning and reinforcement learning benefits by using teacher-student policy interpolation with on-policy i https://prismix.dev/news/b826c57964f1 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11363/gradient.png PresentAgent-2: Towards Generalist Multimodal Presentation Agents Abstract PresentAgent-2 is an agentic framework that generates presentation videos from user queries by conducting research, creating multimodal slides, and producing interactive content across single https://prismix.dev/news/660a1d3bdafa 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11550/gradient.png The DAWN of World-Action Interactive Models Abstract World-Action Interactive Models (WAIMs) jointly model scene evolution and actions through recursive refinement, enabling effective long-horizon planning in autonomous driving scenarios. AI-ge https://prismix.dev/news/e21522d3a669 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11733/gradient.png Position: LLM Inference Should Be Evaluated as Energy-to-Token Production Abstract LLM inference should be evaluated as energy-to-token production under constraints of compute, power, cooling, and operational efficiency, requiring new metrics beyond traditional accuracy and https://prismix.dev/news/79e9e63ca260 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13062/gradient.png Edit-Compass & EditReward-Compass: A Unified Benchmark for Image Editing and Reward Modeling Abstract Recent image editing models have achieved remarkable progress in instruction following, multimodal understanding, and complex visual editing. However, existing benchmarks often fail to faithf https://prismix.dev/news/483258a3d8f8 2026-05-20 monthly 0.7 https://prismix.dev/news/1e25901bb29e 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.08518/gradient.png Results and Retrospective Analysis of the CODS 2025 AssetOpsBench Challenge Abstract Competition retrospectives are useful when they explain what a leaderboard measured, how hidden evaluation changed conclusions, and which design patterns were rewarded. We revisit the CODS 20 https://prismix.dev/news/218dfd287c45 2026-05-20 monthly 0.7 https://prismix.dev/news/b0830ebe2950 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12997/gradient.png Frequency Bias and OOD Generalization in Neural Operators under a Variable-Coefficient Wave Equation Abstract Neural operators for PDE solving show different generalization behaviors under distribution shifts, with Fourier Neural Operators and Deep Operator Networks exhibiting distinct responses to s https://prismix.dev/news/3c8f0e2c2351 2026-05-20 monthly 0.7 https://prismix.dev/news/a1845a32d473 2026-05-20 monthly 0.7 https://prismix.dev/news/f3bc1b448875 2026-05-20 monthly 0.7 https://prismix.dev/news/7f8580c47f9f 2026-05-20 monthly 0.7 https://preview.redd.it/bt8qemef501h1.png?width=640&crop=smart&auto=webp&s=8141f78d9d3aef84576ceb5b7a02a6a018ab522d Simpler self hosted alt to Open WebUI Got Qwen3.6 27B running on my newly assembled 4x 3090 rig (s/o 3090-club) and I'm trying to get the people in my house to adopt the local workflow. Open WebUI has improved a lot in the recent updates, https://prismix.dev/news/a17e9e5be238 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12501/gradient.png Covering Human Action Space for Computer Use: Data Synthesis and Benchmark Abstract Computer-use agents face reliability challenges with complex GUI interactions due to data scarcity, addressed through a multi-modal benchmark and synthetic data generation pipeline. AI-genera https://prismix.dev/news/b3ab6bb7ca74 2026-05-20 monthly 0.7 https://prismix.dev/news/015180f3cf44 2026-05-20 monthly 0.7 https://prismix.dev/news/d658563a7d3c 2026-05-20 monthly 0.7 https://prismix.dev/news/12604e8dc20e 2026-05-20 monthly 0.7 https://prismix.dev/news/86a2f2277989 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/continuous_async/thumbnail.png Unlocking asynchronicity in continuous batching Back to Articles Unlocking asynchronicity in continuous batching Published May 14, 2026 Update on GitHub Upvote 6 Rémi Ouazan Reboul ror Pedro Cuenca pcuenq Aritra Roy Gosthipaty ariG23498 TL;DR: we e https://prismix.dev/news/a1312e54bd28 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/1dJ8mhpIbtQbsP5wzMfoRe/a1bd2866bd1b5afb6b3e9d4bda5a42c2/SEO_Safety.png?w=1600&h=900&fit=fill Helping ChatGPT better recognize context in sensitive conversations Learn how new ChatGPT safety updates improve context awareness in sensitive conversations, helping detect risk over time and respond more safely. https://prismix.dev/news/5d5884a42feb 2026-05-20 monthly 0.7 https://images.zed.dev/blog/anthropic-sub-changes/thumbnail.webp What Anthropic's New Claude Billing Means for Zed Users Claude subscriptions no longer subsidize Agent SDK usage. Here are the options you have in Zed. https://prismix.dev/news/f88cfc4eddeb 2026-05-20 monthly 0.7 https://assets.vercel.com/image/upload/contentful/image/e5382hct74si/1AcH8E2SiyZ7GN1Pl8VuNO/4454ffe3005d65560c37d64f0bc8cb34/image.png Protected Source Maps: Ship browser source maps securely You can now restrict access to production source maps with Protected Source Maps , which puts browser .map files behind Vercel Authentication . Your team can fetch them; everyone else gets a 404. Sour https://prismix.dev/news/5af7a14f98c1 2026-05-20 monthly 0.7 https://prismix.dev/news/30f069dbdb0a 2026-05-20 monthly 0.7 https://prismix.dev/news/257fb70d5846 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11136/gradient.png EVOCHAMBER: Test-Time Co-evolution of Multi-Agent System at Individual, Team, and Population Scales Abstract Multi-agent test-time evolution framework EVOCHAMBER enables emergent specialization through collaborative reflection and asymmetric knowledge transfer across coevolving agents. AI-generated https://prismix.dev/news/7ccee9289c04 2026-05-20 monthly 0.7 https://prismix.dev/news/b110e30f2ef5 2026-05-20 monthly 0.7 https://prismix.dev/news/ef3cd1b0546e 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.10376/gradient.png SleepWalk: A Three-Tier Benchmark for Stress-Testing Instruction-Guided Vision-Language Navigation Abstract SleepWalk is a benchmark for evaluating vision-language models' ability to predict spatially coherent, executable trajectories in 3D environments based on textual instructions and visual obse https://prismix.dev/news/9ab3b5162ab5 2026-05-20 monthly 0.7 https://prismix.dev/news/307c3e643e1d 2026-05-20 monthly 0.7 https://prismix.dev/news/c76472bc1a13 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/Notion-Developer-Platform.jpg?w=686 Notion just turned its workspace into a hub for AI agents Notion’s new developer platform lets teams connect AI agents, external data sources, and custom code directly into their workspace as the company pushes deeper into agentic productivity software. https://prismix.dev/news/0c045d091711 2026-05-20 monthly 0.7 https://prismix.dev/news/d1b1230f16d3 2026-05-20 monthly 0.7 https://prismix.dev/news/ec038426a65a 2026-05-20 monthly 0.7 https://prismix.dev/news/2cfdbb0c95dd 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12305/gradient.png Images in Sentences: Scaling Interleaved Instructions for Unified Visual Generation Abstract INSET is a unified multimodal model that embeds images as native vocabulary within textual instructions, enabling better handling of complex interleaved inputs through transformer-based conte https://prismix.dev/news/5af8db2f7803 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12474/gradient.png Reward Hacking in Rubric-Based Reinforcement Learning Abstract Research examines reward hacking in rubric-based reinforcement learning, identifying verifier failure and rubric-design limitations as key sources of divergence between training and evaluatio https://prismix.dev/news/addc653efd67 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11424/gradient.png VidSplat: Gaussian Splatting Reconstruction with Geometry-Guided Video Diffusion Priors Abstract VidSplat is a training-free generative reconstruction framework that uses video diffusion priors to synthesize novel views and recover complete 3D scenes from sparse inputs through adaptive d https://prismix.dev/news/6b396bc857fc 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12483/gradient.png Beyond GRPO and On-Policy Distillation: An Empirical Sparse-to-Dense Reward Principle for Language-Model Post-Training Abstract Training efficiency is improved by strategically allocating scarce labeled data through staged reinforcement learning and dense supervision, using sparse rewards for teacher model discovery a https://prismix.dev/news/87b0fd036594 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11882/gradient.png On-Policy Self-Evolution via Failure Trajectories for Agentic Safety Alignment Abstract FATE is an on-policy framework that uses failure trajectories to improve agent safety and performance through self-evolution and Pareto-aware optimization. AI-generated summary Tool-using LLM https://prismix.dev/news/9d1e7a1cab26 2026-05-20 monthly 0.7 https://prismix.dev/news/98005b0c72ea 2026-05-20 monthly 0.7 https://prismix.dev/news/8ab591b95494 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!6hXf!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcccf3c41-b8a8-4e78-a698-8d366b7c49db_900x498.jpeg Cyber Lack of Security and AI Governance The real recent story of AI has been the background work being done on Cybersecurity, as we process the Mythos Moment along with GPT-5.5, and figure out both how to patch the internet and what our new https://prismix.dev/news/d4d0b3605f2a 2026-05-20 monthly 0.7 https://snworksceo.imgix.net/pri/36063e91-48c4-4cc3-a43e-f7c068dc6c08.sized-1000x1000.jpg?w=800&h=600 Princeton mandates proctoring for in-person exams, upending 133 year precedent Article URL: https://www.dailyprincetonian.com/article/2026/05/princeton-news-adpol-proctoring-in-person-examinations-passed-faculty-133-years-precedent Comments URL: https://news.ycombinator.com/item https://prismix.dev/news/c9143b7848c0 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12498/gradient.png EgoForce: Forearm-Guided Camera-Space 3D Hand Pose from a Monocular Egocentric Camera Abstract EgoForce is a monocular 3D hand reconstruction framework that uses a unified network to recover robust, absolute hand pose and position across different camera models through differentiable f https://prismix.dev/news/606a29386b38 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2025/06/GettyImages-2217198328.jpeg?resize=1200,800 Musk’s xAI is running nearly 50 gas turbines unchecked at its Mississippi data center Gas turbines at xAI's Colossus 2 data center have drawn a lawsuit over the company's use of "mobile" gas turbines as power plants. https://prismix.dev/news/5a419f78e353 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/GettyImages-128091999-1152x648-1778700444.jpg AI invades Princeton, where 30% of students cheat—but peers won't snitch Old "honor code" systems are under strain. https://prismix.dev/news/77a9f2cb4bae 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!qumB!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8e4b27e3-d1a9-4ba9-b57f-353297f350a6_1209x651.png How This Small Startup Achieved a Near-Perfect Record Against AI Slop Can you beat it? https://prismix.dev/news/37a5ee527dac 2026-05-20 monthly 0.7 https://prismix.dev/news/7b0d34629e01 2026-05-20 monthly 0.7 https://prismix.dev/news/9527abe61353 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/Cat-Wu.jpg?resize=1200,800 Anthropic’s Cat Wu says that, in the future, AI will anticipate your needs before you know what they are The head of product for Claude Code and Cowork says that the next big step for AI is proactivity. https://prismix.dev/news/8a193dbe21f1 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.09252/gradient.png LLM Agents Already Know When to Call Tools -- Even Without Reasoning Abstract When2Tool benchmark identifies conditions under which tool calls are necessary for LLM agents, revealing that models can predict tool necessity from hidden states but fail to act on this know https://prismix.dev/news/c8e06a132532 2026-05-20 monthly 0.7 https://preview.redd.it/pch00h04hy0h1.jpeg?width=640&crop=smart&auto=webp&s=59f58f8e8cf4b7dea620730ad7e0e392703edc59 Side Projects. ​ Little something I put together to play with for larger contexts than my 9070xt. 8700k, dual P100's, 16gb DDR4, 32gb Optane, Samsung sata SSD. Nothing too fancy. Anyone else do a recent build https://prismix.dev/news/f8c9b1d22d24 2026-05-20 monthly 0.7 https://prismix.dev/news/64e382830734 2026-05-20 monthly 0.7 https://preview.redd.it/qddw1tgccy0h1.png?width=640&crop=smart&auto=webp&s=4f018608c25539f2d6dc668cf68053c04545e9b2 MI50s Qwen 3.6 27B @52.8 tps TG @1569 tps PP (no MTP, no Quant) TL;DR Results from the title are for single inference with 2 prompt of 1k and 15k tokens. So no MTP (as it’s slower for big prompt), no DFlash (working too but slower for big prompt), no quant used (f https://prismix.dev/news/8fa85b943152 2026-05-20 monthly 0.7 https://prismix.dev/news/3f622248dc71 2026-05-20 monthly 0.7 https://prismix.dev/news/e03f149ad515 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.09296/gradient.png Micro-Defects Expose Macro-Fakes: Detecting AI-Generated Images via Local Distributional Shifts Abstract A local distribution-aware detection framework that amplifies micro-scale statistical irregularities to identify AI-generated images with improved accuracy. AI-generated summary Recent genera https://prismix.dev/news/aa9ac62f629d 2026-05-20 monthly 0.7 https://prismix.dev/news/fcf1145fa75d 2026-05-20 monthly 0.7 https://www.jdhodges.com/wp-content/uploads/2026/03/01-single-core-benchmark.png MacBook Neo Deep Dive: Benchmarks, Wafer Economics, and the 8GB Gamble Article URL: https://www.jdhodges.com/blog/macbook-neo-benchmarks-analysis/ Comments URL: https://news.ycombinator.com/item?id=48125617 Points: 211 # Comments: 219 https://prismix.dev/news/01c414ccc721 2026-05-20 monthly 0.7 https://prismix.dev/news/571036a66704 2026-05-20 monthly 0.7 https://external-preview.redd.it/YzFqemxudWgzeTBoMRcMZIXFqdmzjJ6govTBc97uCwemU9ynXX4B-s-bpYlb.png?width=640&crop=smart&auto=webp&s=3479c26d748290bab716ff7456d420e00b4353b2 I made a UI and server for using Anthropic's new Natural Language Autoencoders locally with llama.cpp Anthropic's first open weight models, Natural Language Autoencoders , are just finetunes of popular open weight models. They do not modify architecture and modeling code so inference with llama.cpp is https://prismix.dev/news/2ad67dc66734 2026-05-20 monthly 0.7 https://prismix.dev/news/1061818f07eb 2026-05-20 monthly 0.7 https://wp.technologyreview.com/wp-content/uploads/2026/05/Cropped_Paybox-Account-Reset-Without-Phone-Google-Gemini-2.jpg AI chatbots are giving out people’s real phone numbers People report that their personal contact info was surfaced by Google AI—and there’s apparently no easy way to prevent it.  A Redditor recently wrote that he was “desperate for help”: for about a https://prismix.dev/news/1d9a4802efd3 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12466/gradient.png Solve the Loop: Attractor Models for Language and Reasoning Abstract Attractor Models enable efficient iterative refinement through fixed-point solving with implicit differentiation, achieving superior language modeling and reasoning performance with reduced c https://prismix.dev/news/8ca577b5d3ff 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.08504/gradient.png A Single Layer to Explain Them All:Understanding Massive Activations in Large Language Models Abstract Massive activation emergence in LLMs occurs consistently across model families at a specific layer, where RMSNorm and FFN parameters jointly contribute, leading to reduced hidden representati https://prismix.dev/news/e30d46575253 2026-05-20 monthly 0.7 https://prismix.dev/news/f3b6dff6cef7 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/GettyImages-2275321598-1152x648-1778689523.jpg Altman forced to confront claims at OpenAI trial that he's a prolific liar "Very painful": Altman relives his Muskian reaction to losing control over OpenAI. https://prismix.dev/news/75434622a38b 2026-05-20 monthly 0.7 https://prismix.dev/news/b330235455fe 2026-05-20 monthly 0.7 https://prismix.dev/news/5401d439c60b 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.09936/gradient.png Urban-ImageNet: A Large-Scale Multi-Modal Dataset and Evaluation Framework for Urban Space Perception Abstract Urban-ImageNet presents a large-scale multi-modal dataset and evaluation benchmark for urban space perception from social media imagery, organized under a hierarchical taxonomy for scene clas https://prismix.dev/news/b9994e3fc6c6 2026-05-20 monthly 0.7 https://preview.redd.it/ru6wlbxerx0h1.png?width=140&height=140&crop=1:1,smart&auto=webp&s=2c2a9807fcad0b6d48ebd5bf028c5a6970c48de1 New models possibly from Baidu (ERNIE) this month? Tweets of screenshots: https://xcancel.com/ErnieforDevs/status/2049516018557706650#m https://xcancel.com/Baidu_Inc/status/2049682555809788282#m Baidu Create 2026 : https://www.youtube.com/watch?v=9WD9 https://prismix.dev/news/7528c8679805 2026-05-20 monthly 0.7 https://external-preview.redd.it/OG5vOXczdzRyeDBoMaZImx8z8qFJqSxv1t9XPFkuNJylme49wWg_iPBjkRuz.png?width=640&crop=smart&auto=webp&s=31af6f717c197e4b6e30419a53671d82ff321088 DramaBox - Most Expressive Voice model ever based on LTX 2.3 The Most Expressive Voice Model. Github: https://github.com/resemble-ai/DramaBox HF Model: https://huggingface.co/ResembleAI/Dramabox HF Space: https://huggingface.co/spaces/ResembleAI/Dramabox   https://prismix.dev/news/547a3943c653 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12484/gradient.png Learning, Fast and Slow: Towards LLMs That Adapt Continually Abstract A fast-slow learning framework for large language models combines fixed parameters with optimized context to achieve better sample efficiency, reduced catastrophic forgetting, and improved ad https://prismix.dev/news/867454206272 2026-05-20 monthly 0.7 https://prismix.dev/news/e556e23d5338 2026-05-20 monthly 0.7 https://prismix.dev/news/ecae3000dbcf 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/05/hpc-accelerated-x-ray-analysis.webp Accelerated X-Ray Analysis for Nanoscale Imaging (XANI) of Novel Materials A massive-scale X-ray free-electron laser (XFEL) enables tracking structural and electron dynamics in novel systems, including fusion materials, semiconductors,... https://prismix.dev/news/041365302fcd 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/GettyImages-1155287857-1152x648.jpg Anthropic blames dystopian sci-fi for training AI models to act “evil” But training on "synthetic stories" that model good AI behavior can help. https://prismix.dev/news/d07e4644cfa1 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/GettyImages-2273246979.jpg?resize=1200,800 Who trusts Sam Altman? "I believe I am an honest and trustworthy business person," Altman testified in federal court. https://prismix.dev/news/f8c164cac858 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/Origin-Lab-Co-Founders.jpg?resize=1156,1200 Origin Lab raises $8M to help video game companies sell data to world-model builders Origin Lab will serve as a marketplace where AI labs can buy high-quality licensed data, and video-game companies can sell it. https://prismix.dev/news/581522dde77c 2026-05-20 monthly 0.7 https://prismix.dev/news/5c93100e3863 2026-05-20 monthly 0.7 https://external-preview.redd.it/E3n0UFm92_Lz2Y9HRcJMbDtRkLYRqTTOs367SERIo4A.png?width=640&crop=smart&auto=webp&s=b220e368e43946aaf92696fde653358d329dd49a sensenova/SenseNova-U1-A3B-MoT · Hugging Face SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture 🚀 SenseNova U1 is a new series of native multimodal models that unifies multimodal understanding, reasoning, https://prismix.dev/news/c7ea98054b7a 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.06546/gradient.png Efficient Pre-Training with Token Superposition Abstract Token-Superposition Training (TST) improves pre-training efficiency by combining contiguous tokens into bags during a superposition phase with multi-hot cross-entropy objective, achieving fas https://prismix.dev/news/760b5a5fea2e 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/03/Dario-Amodei-Anthropic-1.jpg?w=1024 Anthropic courts a new kind of customer: small business owners Anthropic is looking to broaden its customer base from larger enterprise customers to smaller and mid-sized businesses. https://prismix.dev/news/333699b42789 2026-05-20 monthly 0.7 https://prismix.dev/news/bb2c7d48d4d4 2026-05-20 monthly 0.7 https://prismix.dev/news/02f483623d2c 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11436/gradient.png Agent-BRACE: Decoupling Beliefs from Actions in Long-Horizon Tasks via Verbalized State Uncertainty Abstract Agent-BRACE decomposes LLM agents into belief state and policy models, using structured textual claims with certainty labels to handle partial observability and long-term dependencies in comp https://prismix.dev/news/3a4de4166bd9 2026-05-20 monthly 0.7 https://kotaku.com/app/uploads/2026/05/Image-from-Kickstarters-Creator-Tips-blog-page.jpg Kickstarter is forced to ban adult content by payment processors Article URL: https://kotaku.com/kickstarter-is-the-latest-platform-seemingly-forced-to-ban-adult-content-by-payment-processors-2000695648 Comments URL: https://news.ycombinator.com/item?id=48123198 Po https://prismix.dev/news/ce3c3df4492e 2026-05-20 monthly 0.7 https://ossresistance.com/assets/img/preview.jpg Open Source Resistance: keep OSS alive on company time Article URL: https://ossresistance.com/ Comments URL: https://news.ycombinator.com/item?id=48123015 Points: 215 # Comments: 70 https://prismix.dev/news/87c6ec613904 2026-05-20 monthly 0.7 https://tii.imgix.net/production/articles/17075/1c6291a4-8584-4c95-afe3-deaf8ead29e6.png?auto=compress,format&fit=crop&w=560 Can Crypto Beat the Banks and Win Over Washington? This is a critical week for the crypto industry. The most important crypto law ever to hit Congress is about to take a big step forward, and with the crypto market in the doldrums, the timing couldn’t https://prismix.dev/news/9ab085135683 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/05/robotics-social-nurec-devpage-kv-li-1600x900-1.webp Transform Video Into Instantly Searchable, Actionable Intelligence with AI Agents and Skills In today’s data-driven world, organizations increasingly rely on video to capture critical information, yet extracting meaningful, real-time insights from... https://prismix.dev/news/2591b4c3cb17 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/Alexa-for-Shopping-Chat-Window.jpg?w=1200 Amazon launches an AI shopping assistant for the search bar, powered by Alexa+ Alexa for Shopping is a new personalized AI shopping assistant in the Amazon search bar that replaces its Rufus assistant. https://prismix.dev/news/2267a6aaa460 2026-05-20 monthly 0.7 https://prismix.dev/news/8819c0a0dcf4 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12419/gradient.png ORBIT: Preserving Foundational Language Capabilities in GenRetrieval via Origin-Regulated Merging Abstract ORBIT addresses catastrophic forgetting in large language model fine-tuning for generative retrieval by tracking parameter distances and employing weight averaging to maintain model performan https://prismix.dev/news/93583efd43b4 2026-05-20 monthly 0.7 https://prismix.dev/news/f44f8f959fcb 2026-05-20 monthly 0.7 https://fredchan.org/assets/images/crow_solid.webp Setting up a free *.city.state.us locality domain Article URL: https://fredchan.org/blog/locality-domains-guide/ Comments URL: https://news.ycombinator.com/item?id=48122635 Points: 254 # Comments: 73 https://prismix.dev/news/775bc5762918 2026-05-20 monthly 0.7 https://prismix.dev/news/b31b57b42a7a 2026-05-20 monthly 0.7 https://prismix.dev/news/723f46a0311f 2026-05-20 monthly 0.7 https://prismix.dev/news/cd9442c3c74b 2026-05-20 monthly 0.7 https://prismix.dev/news/5b407db86a4c 2026-05-20 monthly 0.7 https://prismix.dev/news/289554b25ff9 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/02/modi-openai-anthropic-2261854815.jpg?resize=1200,800 Anthropic now has more business customers than OpenAI, according to Ramp data For the first time, Anthropic has more verified business customers than OpenAI, according to this month’s AI Index from the fintech firm Ramp. https://prismix.dev/news/0e3c73305fab 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/TC26_Disrupt_Stage_Article_Headers_1920x1080.png?resize=1200,675 Introducing the 6 stages at TechCrunch Disrupt 2026 — built for today’s tougher startup market From October 13-15, TechCrunch Disrupt 2026 will feature 200+ sessions across six stages, led by 250+ tech leaders shaping the industry today. Register now to save up to $410, plus 50% off a second pa https://prismix.dev/news/812edadb5605 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/Incognito-chat-with-Meta-AI_Image.jpeg?resize=1200,673 WhatsApp adds an incognito mode in Meta AI chats Meta said these incognito conversations are not saved, and messages will disappear by default once you close the chat. https://prismix.dev/news/seed-00-openai-n 2026-05-20 monthly 0.7 https://prismix.dev/news/4181ed33297f 2026-05-20 monthly 0.7 https://prismix.dev/news/14de647c5bc1 2026-05-20 monthly 0.7 https://prismix.dev/news/494badf5c184 2026-05-20 monthly 0.7 https://prismix.dev/news/97bab98f2a6b 2026-05-20 monthly 0.7 https://external-preview.redd.it/6kWQkfCStUTu1Co4CMe_k2EjX-D8U0wiM24H6h3B3ss.png?width=140&height=70&auto=webp&s=b06712f77249a524ebc8b2cf00c3b8b57af0070d qwen3.6 just stops https://preview.redd.it/74cj1xu9pw0h1.png?width=1229&format=png&auto=webp&s=3ae999cc3530ecb4eccf70e25f1a9eb2aa3f2d7b Sometimes qwen 3.6 just stops at the middle of a task, is there a way to avoid it? https://prismix.dev/news/91ce6fd55069 2026-05-20 monthly 0.7 https://prismix.dev/news/seed-01-google-d 2026-05-20 monthly 0.7 https://prismix.dev/news/4d9188a34c45 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/poppy-header.jpeg?resize=1200,727 Poppy debuts a proactive AI assistant to help organize your digital life Poppy is an AI-powered app that connects your calendar, email, messages, and other services to surface reminders, suggestions, and tasks based on what’s happening in your life. https://prismix.dev/news/440ddc602365 2026-05-20 monthly 0.7 https://prismix.dev/news/cd569c0bdf36 2026-05-20 monthly 0.7 https://prismix.dev/news/7e76811599bf 2026-05-20 monthly 0.7 https://prismix.dev/news/edaabae56ef8 2026-05-20 monthly 0.7 https://external-preview.redd.it/0glyFWYOAeJfTPdMSRfcRgd4gwKa1ezg5kmXfQ18Cyo.png?width=140&height=70&auto=webp&s=e2f92e16f48fe35b4a7229fa21cfa22e530c32fd TextGen is now a native desktop app. Open-source alternative to LM Studio (formerly text-generation-webui). Hi all, I have been making a lot of updates to my project, and I wanted to share them here. TextGen (previously text-generation-webui, also known as my username oobabooga or ooba) has been in developm https://prismix.dev/news/dda0b6abfc42 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11400/gradient.png UniPath: Adaptive Coordination of Understanding and Generation for Unified Multimodal Reasoning Abstract Unified multimodal models can improve performance by adaptively selecting coordination paths rather than using fixed patterns, enabling diverse reasoning strategies for different inputs. AI-g https://prismix.dev/news/seed-02-huggingf 2026-05-20 monthly 0.7 https://prismix.dev/news/b7e2caf4a904 2026-05-20 monthly 0.7 https://prismix.dev/news/5af00fcbb467 2026-05-20 monthly 0.7 https://jorijn.com/static/images/social-previews/9e36d69f81.png Why I'm leaving GitHub for Forgejo Article URL: https://jorijn.com/en/blog/leaving-github-for-forgejo/ Comments URL: https://news.ycombinator.com/item?id=48121266 Points: 206 # Comments: 130 https://prismix.dev/news/d0960812ab64 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.07153/gradient.png Beyond Reasoning: Reinforcement Learning Unlocks Parametric Knowledge in LLMs Abstract Reinforcement learning improves large language model recall of parametric knowledge by redistributing probability mass toward correct answers, with gains driven primarily by reinforcing rare https://prismix.dev/news/89bfa521beb3 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/RivianAssistantStatic-1152x648.jpg Rivian adds a new onboard AI assistant to its latest software update The Rivian Assistant is available for both Gen1 and Gen2 hardware. https://prismix.dev/news/457700d0e182 2026-05-20 monthly 0.7 https://external-preview.redd.it/AHxn-NOqatkJVH8jG50Wg1VrgnngEnB4LwNPaKxqpFI.png?width=640&crop=smart&auto=webp&s=4b496121833e130169b000ca76273f91e329aacb AIDC-AI/Ovis2.6-80B-A3B · Hugging Face We introduce Ovis2.6-80B-A3B , the latest advancement in the Ovis series of Multimodal Large Language Models (MLLMs). Building on the strong foundation of Ovis2.5, Ovis2.6 upgrades the LLM backbone to https://prismix.dev/news/seed-03-meta-ai- 2026-05-20 monthly 0.7 https://prismix.dev/news/4e596443a7ec 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.06658/gradient.png Relit-LiVE: Relight Video by Jointly Learning Environment Video Abstract A novel video relighting framework called Relit-LiVE is presented that produces physically consistent results without requiring camera pose information by incorporating raw reference images a https://prismix.dev/news/4b345301e98d 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2025/03/Sara-Hooker_headshot.jpg?resize=900,1200 Adaption aims big with AutoScientist, an AI tool that helps models train themselves Adaption's new AutoScientist tool is designed to let models adapt to specific capabilities quickly through an automated approach to conventional fine-tuning. https://prismix.dev/news/b71688fd9fb7 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.07654/gradient.png Reliable Chain-of-Thought via Prefix Consistency Abstract Prefix consistency uses answer reproduction rates under trace regeneration to weight candidate responses, achieving high accuracy with significantly fewer tokens than standard majority voting https://prismix.dev/news/seed-04-microsof 2026-05-20 monthly 0.7 https://prismix.dev/news/68a5eda25cd7 2026-05-20 monthly 0.7 https://prismix.dev/news/842c01fc54b0 2026-05-20 monthly 0.7 https://preview.redd.it/zjea47ez7w0h1.png?width=140&height=140&crop=1:1,smart&auto=webp&s=2017a3d330a172670baae5645ddff3137bbe1df6 Elastic Attention Cores for Scalable Vision Transformers [R] Wanted to share our latest paper on an alternative building block for Vision Transformers. Illustration of our model's accuracy and dense features Traditional ViTs utilize dense ( N 2 ) self-attention https://prismix.dev/news/0617120f9516 2026-05-20 monthly 0.7 https://prismix.dev/news/d9625b78209a 2026-05-20 monthly 0.7 https://monokai.com/_app/immutable/assets/ybUIHW7NXm96qqZi.jpg I Moved My Digital Stack to Europe Article URL: https://monokai.com/articles/how-i-moved-my-digital-stack-to-europe/ Comments URL: https://news.ycombinator.com/item?id=48120629 Points: 324 # Comments: 225 https://prismix.dev/news/407d1dac23bb 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.07579/gradient.png Your Language Model is Its Own Critic: Reinforcement Learning with Value Estimation from Actor's Internal States Abstract POISE enables stable and efficient policy optimization for large reasoning models by estimating baselines using internal model signals, reducing computational overhead while maintaining perfo https://prismix.dev/news/seed-05-nvidia-b 2026-05-20 monthly 0.7 https://prismix.dev/news/6b7a679d0aca 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 b9129 ggml-zendnn : adaptive fallback to CPU backend for small batch sizes ( #22681 ) ggml-zendnn : add runtime env var GGML_ZENDNN_ADAPTIVE_FALLBACK to control adaptive fallback (default: enabled) ggml-zen https://prismix.dev/news/seed-06-perplexi 2026-05-20 monthly 0.7 https://prismix.dev/news/eb1d58331069 2026-05-20 monthly 0.7 https://prismix.dev/news/seed-07-cohere-b 2026-05-20 monthly 0.7 https://prismix.dev/news/1eac6c7fc6ba 2026-05-20 monthly 0.7 https://external-preview.redd.it/1W7y_NpnbTbE72z0-Chygc80jwREBQVTo4Kr0_yH27w.png?width=640&crop=smart&auto=webp&s=c595aadb0d413a018a96e8acfe116f014a35decb server, webui: support continue generation on reasoning models by ServeurpersoCom · Pull Request #22727 · ggml-org/llama.cpp now you can CONTINUE   submitted by   /u/jacek2023 [link]   [comments] https://prismix.dev/news/e93b632c2397 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.10267/gradient.png IndustryBench: Probing the Industrial Knowledge Boundaries of LLMs Abstract IndustryBench evaluates industrial procurement question answering systems in Chinese against national standards, revealing significant gaps in safety compliance and highlighting the need for https://prismix.dev/news/573a90c3959a 2026-05-20 monthly 0.7 https://i0.wp.com/stratechery.com/wp-content/uploads/2024/09/enterprise-philosophy-8.png?resize=1024%2C710&ssl=1 The Deployment Company, Back to the 70s, Apple and Intel OpenAI is forming a new company to deploy AI, and the other labs aren't far behind, reinforcing the thesis that AI's impact will require top-down implementation. Then, Apple has economic reasons to wo https://prismix.dev/news/seed-08-ai21-blo 2026-05-20 monthly 0.7 https://prismix.dev/news/33f17da9ff99 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12460/gradient.png Multi-Stream LLMs: Unblocking Language Models with Parallel Streams of Thoughts, Inputs and Outputs Abstract Language models can be enhanced by transitioning from sequential message-based instruction-tuning to parallel stream processing, enabling simultaneous reading and generation across multiple c https://prismix.dev/news/seed-09-cursor-c 2026-05-20 monthly 0.7 https://prismix.dev/news/9f2017040081 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12492/gradient.png Pion: A Spectrum-Preserving Optimizer via Orthogonal Equivalence Transformation Abstract Pion is a spectrum-preserving optimizer for large language model training that uses orthogonal equivalence transformations to maintain singular values during weight updates, offering stable p https://prismix.dev/news/42782f4579bb 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.08299/gradient.png Do not copy and paste! Rewriting strategies for code retrieval Abstract Research investigates how different text rewriting strategies impact code retrieval performance, identifying that full natural language rewriting provides the greatest improvements while prop https://prismix.dev/news/19102eb06bcb 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/86695626?s=60&v=4 v0.21.0rc2 [Bugfix] Install nvidia-cutlass-dsl[cu13] extra on CUDA 13 platforms … https://prismix.dev/news/295c10955776 2026-05-20 monthly 0.7 https://prismix.dev/news/62f752b2a8b7 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.08626/gradient.png Large Language Models over Networks: Collaborative Intelligence under Resource Constraints Abstract Collaborative intelligence enables multiple distributed LLMs to work together across devices and clouds to provide high-quality responses under diverse resource constraints. AI-generated summ https://prismix.dev/news/619fa515a9bc 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11711/gradient.png Debiased Model-based Representations for Sample-efficient Continuous Control Abstract DR.Q algorithm improves model-based representations for Q-learning by maximizing mutual information and using faded prioritized experience replay to reduce bias and overfitting in representat https://prismix.dev/news/25fb2878498a 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11696/gradient.png WildRelight: A Real-World Benchmark and Physics-Guided Adaptation for Single-Image Relighting Abstract WildRelight dataset addresses the gap between synthetic and real-world single-image relighting by providing high-resolution outdoor scenes with aligned natural illumination, enabling physics- https://prismix.dev/news/f2b069272e9b 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.08646/gradient.png PAAC: Privacy-Aware Agentic Device-Cloud Collaboration Abstract PAAC is a privacy-aware agentic framework that aligns planner-executor decomposition with device-cloud boundaries, using typed placeholder tokens and deterministic registries to enhance priva https://prismix.dev/news/990396c0a68f 2026-05-20 monthly 0.7 https://preview.redd.it/yuxs21bl7v0h1.jpg?width=140&height=87&auto=webp&s=44c3267f21d6d41674e74f5c4e1e2812b92d3837 The Trillion-Parameter Dilemma: MiMo-V2.5-Pro went open-source (1.02T params). Is self-hosting worth it when the API costs $70 for 387M tokens? Xiaomi open-sourced MiMo-V2.5-Pro. 1.02 trillion parameters, 42B active (MoE), 1M context, MIT license. On paper, this is exciting. In practice, I'm stuck on the math. What I've been doing with it I'v https://prismix.dev/news/fa632e342814 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.04702/gradient.png FaithfulFaces: Pose-Faithful Facial Identity Preservation for Text-to-Video Generation Abstract FaithfulFaces is a pose-faithful facial identity preservation framework that improves identity consistency in text-to-video generation through pose-shared alignment and explicit Euler angle e https://prismix.dev/news/96f715968140 2026-05-20 monthly 0.7 https://prismix.dev/news/0736391037a6 2026-05-20 monthly 0.7 https://prismix.dev/news/7ea8b75f962d 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.07545/gradient.png Implicit Preference Alignment for Human Image Animation Abstract Implicit Preference Alignment (IPA) addresses hand motion generation challenges through data-efficient post-training that eliminates need for paired preference data while using hand-aware loc https://prismix.dev/news/5822bde7620d 2026-05-20 monthly 0.7 https://cdn.stackoverflow.co/images/jo7n4k8s/production/89a7c761862499db37bf759db9607b85625d3d19-3840x2160.png?rect=0,72,3840,2016&w=1200&h=630&auto=format How Braze’s CTO is rethinking engineering for the agentic area Jon Hyman, co-founder and CTO of Braze, shares how he's led the company's engineering organization over nearly 15 years of growth — and how they transformed into an AI-first team in just a f https://prismix.dev/news/9327c7f86c3a 2026-05-20 monthly 0.7 https://prismix.dev/news/7451e377bf3d 2026-05-20 monthly 0.7 https://prismix.dev/news/4e9d908666a4 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.05630/gradient.png One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue Abstract Multi-turn dialogue safety monitoring system detects harmful intent accumulation through turn-level analysis and evaluates performance on a new benchmark dataset. AI-generated summary Hidden https://prismix.dev/news/39872a770e8b 2026-05-20 monthly 0.7 https://internetcleanup.foundation/wp-content/uploads/sites/4/2026/05/plaatje-eu-introduction-2026-2-1.png SecurityBaseline.eu Article URL: https://internetcleanup.foundation/2026/05/european-governments-3000-tracking-sites-1000-phpmyadmins-and-99pct-poorly-encrypted-email-introducing-securitybaseline-eu/ Comments URL: https: https://prismix.dev/news/9e59047232a3 2026-05-20 monthly 0.7 markless.png The Emacsification of Software Article URL: https://sockpuppet.org/blog/2026/05/12/emacsification/ Comments URL: https://news.ycombinator.com/item?id=48118727 Points: 224 # Comments: 158 https://prismix.dev/news/52ed1e5dd512 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12070/gradient.png Missing Old Logits in Asynchronous Agentic RL: Semantic Mismatch and Repair Methods for Off-Policy Correction Abstract Asynchronous reinforcement learning in large language models faces challenges with PPO-style corrections due to delayed updates and missing historical logits, which are addressed through exac https://prismix.dev/news/bd53f6c8381b 2026-05-20 monthly 0.7 https://prismix.dev/news/7763f59b2be1 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.10108/gradient.png GLiNER-Relex: A Unified Framework for Joint Named Entity Recognition and Relation Extraction Abstract A unified model for joint named entity recognition and relation extraction that uses a shared transformer encoder to simultaneously identify entities and extract relations with zero-shot capa https://prismix.dev/news/5daf39c20233 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12438/gradient.png A Causal Language Modeling Detour Improves Encoder Continued Pretraining Abstract Switching from Masked Language Modeling to Causal Language Modeling during encoder adaptation improves downstream performance on biomedical texts through dense supervision effects in lower tr https://prismix.dev/news/7b81a51c1cd2 2026-05-20 monthly 0.7 https://prismix.dev/news/ff76edf37f36 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12090/gradient.png World Action Models: The Next Frontier in Embodied AI Abstract World Action Models unify predictive state modeling with action generation for embodied policy learning, forming a cohesive framework for understanding environment dynamics and action predict https://prismix.dev/news/e23a2318297a 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.10832/gradient.png Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents Abstract A visual-native agent harness with image bank reference protocol enables reusable intermediate visual evidence and closed-loop data generation that improves multimodal deep search performance https://prismix.dev/news/0b61ddc929ed 2026-05-20 monthly 0.7 https://static.simonwillison.net/static/2026/csp-allow.jpg CSP Allow-list Experiment Tool: CSP Allow-list Experiment An experiment that shows that you can load an app in a CSP-protected sandboxed iframe (see previous note ) and have a custom fetch() that intercepts CSP errors and pass https://prismix.dev/news/8f6290b9f353 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12013/gradient.png L2P: Unlocking Latent Potential for Pixel Generation Abstract Latent-to-Pixel transfer paradigm efficiently leverages pre-trained latent diffusion models to create pixel-space models with minimal training overhead and high-resolution generation capabili https://prismix.dev/news/829fc2dddf22 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12497/gradient.png From Web to Pixels: Bringing Agentic Search into Visual Perception Abstract Researchers introduce WebEye, a benchmark for object localization requiring external knowledge resolution, and Pixel-Searcher, an agent-based approach that connects hidden target identities t https://prismix.dev/news/c0ef49f3317f 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.09266/gradient.png SeePhys Pro: Diagnosing Modality Transfer and Blind-Training Effects in Multimodal RLVR for Physics Reasoning Abstract SeePhys Pro benchmark reveals that current multimodal models struggle with representation-invariant reasoning when information shifts from text to visual formats, and demonstrates that blind https://prismix.dev/news/e15b047465e7 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12477/gradient.png MEME: Multi-entity & Evolving Memory Evaluation Abstract MEME benchmark evaluates memory systems across multiple entities and evolving conditions, revealing persistent challenges in dependency reasoning despite advanced retrieval and prompting tech https://prismix.dev/news/1f8c55a2c4ae 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11354/gradient.png Lite3R: A Model-Agnostic Framework for Efficient Feed-Forward 3D Reconstruction Abstract Lite3R addresses efficiency challenges in transformer-based 3D reconstruction through sparse attention and low-precision quantization while maintaining geometric accuracy. AI-generated summar https://prismix.dev/news/284766fd82ea 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.10977/gradient.png PASA: A Principled Embedding-Space Watermarking Approach for LLM-Generated Text under Semantic-Invariant Attacks Abstract PASA is a robust watermarking algorithm for large language models that operates at the semantic level using latent embedding spaces and shared randomness for secure text detection. AI-generat https://prismix.dev/news/81f8d2d59b6e 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.09932/gradient.png FocuSFT: Bilevel Optimization for Dilution-Aware Long-Context Fine-Tuning Abstract Training framework FocuSFT improves long-context language model performance by addressing attention allocation issues through bilevel optimization with parametric memory that focuses attentio https://prismix.dev/news/f543e464469b 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Deterministic Fully-Static Whole-Binary Translation Without Heuristics Article URL: https://arxiv.org/abs/2605.08419 Comments URL: https://news.ycombinator.com/item?id=48117810 Points: 227 # Comments: 53 https://prismix.dev/news/22c2b73f55f0 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12481/gradient.png ToolCUA: Towards Optimal GUI-Tool Path Orchestration for Computer Use Agents Abstract ToolCUA is an end-to-end agent that learns optimal GUI-tool path selection through staged training, achieving superior performance in hybrid action space environments. AI-generated summary Co https://prismix.dev/news/8552a0c9c5fa 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12495/gradient.png AlphaGRPO: Unlocking Self-Reflective Multimodal Generation in UMMs via Decompositional Verifiable Reward Abstract AlphaGRPO enhances multimodal generation by applying Group Relative Policy Optimization to AR-Diffusion Unified Multimodal Models through self-reflective refinement and decompositional verifi https://prismix.dev/news/e5360f710ca2 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.08734/gradient.png AdaPreLoRA: Adafactor Preconditioned Low-Rank Adaptation Abstract LoRA optimizers are analyzed through a unified framework based on surrogate matrices and preconditioners, with AdaPreLoRA proposing a novel approach using Adafactor diagonal Kronecker precond https://prismix.dev/news/f2043835e91d 2026-05-20 monthly 0.7 https://prismix.dev/news/1a9ba6c1ad51 2026-05-20 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/static/browse/0.3.4/images/arxiv-logo-fb.png RT-Transformer: The Transformer Block as a Spherical State Estimator arXiv:2605.11007v1 Announce Type: new Abstract: We show that the core components of the Transformer block -- attention, residual connections, and normalization -- arise naturally from a single geometr https://prismix.dev/news/a6339af87f6b 2026-05-20 monthly 0.7 https://prismix.dev/news/876bd1339736 2026-05-20 monthly 0.7 https://prismix.dev/news/d8b27219abce 2026-05-20 monthly 0.7 https://prismix.dev/news/a785cecd92e3 2026-05-20 monthly 0.7 https://prismix.dev/news/c26855636c71 2026-05-20 monthly 0.7 https://prismix.dev/news/e2415d290804 2026-05-20 monthly 0.7 https://prismix.dev/news/96153bd949ee 2026-05-20 monthly 0.7 https://prismix.dev/news/264e338b7ae0 2026-05-20 monthly 0.7 https://prismix.dev/news/d2282a7400ac 2026-05-20 monthly 0.7 https://prismix.dev/news/09d75cb5f4d0 2026-05-20 monthly 0.7 https://prismix.dev/news/01056767f5a7 2026-05-20 monthly 0.7 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optimizers like Muon, Lion, Ad https://prismix.dev/news/27ca4929d36b 2026-05-20 monthly 0.7 https://prismix.dev/news/7e7cb972a07a 2026-05-20 monthly 0.7 https://prismix.dev/news/7dc5cee4f73a 2026-05-20 monthly 0.7 https://prismix.dev/news/df1df613d3fa 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Deep Learning for Protein Complex Prediction and Design arXiv:2605.11189v1 Announce Type: new Abstract: Accurately modeling and designing protein complex structures is a central problem in computational structural biology, with broad implications for under https://prismix.dev/news/828d84663bed 2026-05-20 monthly 0.7 https://prismix.dev/news/dffa3ec5aede 2026-05-20 monthly 0.7 https://prismix.dev/news/6457f57e0e76 2026-05-20 monthly 0.7 https://prismix.dev/news/5a19cb19dd3f 2026-05-20 monthly 0.7 https://prismix.dev/news/0551aed091a5 2026-05-20 monthly 0.7 https://prismix.dev/news/337563b9c22e 2026-05-20 monthly 0.7 https://prismix.dev/news/bc7d268654ef 2026-05-20 monthly 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https://prismix.dev/news/2e2f5fd18602 2026-05-20 monthly 0.7 https://prismix.dev/news/9b47a9d42af3 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Choosing features for classifying multiword expressions arXiv:2605.11779v1 Announce Type: new Abstract: Multiword expressions (MWEs) are a heterogeneous set with a glaring need for classifications. Designing a satisfactory classification involves choosing https://prismix.dev/news/5ceec67ef0c3 2026-05-20 monthly 0.7 https://prismix.dev/news/26b44280a52c 2026-05-20 monthly 0.7 https://prismix.dev/news/1c18a51a13a3 2026-05-20 monthly 0.7 https://prismix.dev/news/257b1e614f48 2026-05-20 monthly 0.7 https://prismix.dev/news/bd716916e8eb 2026-05-20 monthly 0.7 https://prismix.dev/news/23b68fa3d905 2026-05-20 monthly 0.7 https://prismix.dev/news/e9accb630f60 2026-05-20 monthly 0.7 https://prismix.dev/news/8e36ab76efc3 2026-05-20 monthly 0.7 https://prismix.dev/news/8215c3329182 2026-05-20 monthly 0.7 https://prismix.dev/news/720a1ec83323 2026-05-20 monthly 0.7 https://prismix.dev/news/271a863223ab 2026-05-20 monthly 0.7 https://prismix.dev/news/16e63c1019eb 2026-05-20 monthly 0.7 https://prismix.dev/news/069da990472c 2026-05-20 monthly 0.7 https://prismix.dev/news/9742c5c31b0b 2026-05-20 monthly 0.7 https://prismix.dev/news/d41e5fc60388 2026-05-20 monthly 0.7 https://prismix.dev/news/b14b1eb9c19f 2026-05-20 monthly 0.7 https://prismix.dev/news/f9304151daac 2026-05-20 monthly 0.7 https://prismix.dev/news/9adfae595244 2026-05-20 monthly 0.7 https://prismix.dev/news/9ad55d59381e 2026-05-20 monthly 0.7 https://prismix.dev/news/f505b0df872d 2026-05-20 monthly 0.7 https://prismix.dev/news/75709ed02695 2026-05-20 monthly 0.7 https://prismix.dev/news/c09997120bc6 2026-05-20 monthly 0.7 https://prismix.dev/news/98d2f0f05b12 2026-05-20 monthly 0.7 https://prismix.dev/news/5ad1b88e779f 2026-05-20 monthly 0.7 https://prismix.dev/news/1a2997535589 2026-05-20 monthly 0.7 https://prismix.dev/news/c09f80e27471 2026-05-20 monthly 0.7 https://prismix.dev/news/a0c9cbdf0d78 2026-05-20 monthly 0.7 https://prismix.dev/news/36b218659256 2026-05-20 monthly 0.7 https://prismix.dev/news/f535444195cc 2026-05-20 monthly 0.7 https://prismix.dev/news/faa340408ffe 2026-05-20 monthly 0.7 https://prismix.dev/news/4a6ff118f2ea 2026-05-20 monthly 0.7 https://prismix.dev/news/bc416d4bc730 2026-05-20 monthly 0.7 https://prismix.dev/news/9a3e4bea6ecf 2026-05-20 monthly 0.7 https://prismix.dev/news/e1437c498b72 2026-05-20 monthly 0.7 https://prismix.dev/news/84b01fcc4b61 2026-05-20 monthly 0.7 https://prismix.dev/news/2ad831b12c41 2026-05-20 monthly 0.7 https://prismix.dev/news/25a4897ba00e 2026-05-20 monthly 0.7 https://prismix.dev/news/821d5632c4bd 2026-05-20 monthly 0.7 https://prismix.dev/news/1f6bb7926adf 2026-05-20 monthly 0.7 https://prismix.dev/news/455202e6233d 2026-05-20 monthly 0.7 https://prismix.dev/news/ce63fe15dd6e 2026-05-20 monthly 0.7 https://prismix.dev/news/a90902c1ba19 2026-05-20 monthly 0.7 https://prismix.dev/news/a1a415b99fa1 2026-05-20 monthly 0.7 https://prismix.dev/news/1c5d49ed3f67 2026-05-20 monthly 0.7 https://prismix.dev/news/961def297471 2026-05-20 monthly 0.7 https://prismix.dev/news/1afde3bd10e7 2026-05-20 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png On Problems of Implicit Context Compression for Software Engineering Agents arXiv:2605.11051v1 Announce Type: cross Abstract: LLM-based Software Engineering agents face a critical bottleneck: context length limitations cause failures on complex, long-horizon tasks. One promis https://prismix.dev/news/b1efec4fbb4b 2026-05-20 monthly 0.7 https://prismix.dev/news/2127b3579add 2026-05-20 monthly 0.7 https://prismix.dev/news/a7602acc5917 2026-05-20 monthly 0.7 https://prismix.dev/news/f202a19915d4 2026-05-20 monthly 0.7 https://prismix.dev/news/aae6db1d8a3e 2026-05-20 monthly 0.7 https://prismix.dev/news/304ae9d2ed99 2026-05-20 monthly 0.7 https://prismix.dev/news/626900b670bd 2026-05-20 monthly 0.7 https://prismix.dev/news/8f3a10cc443b 2026-05-20 monthly 0.7 https://prismix.dev/news/5f7f819e1ae6 2026-05-20 monthly 0.7 https://prismix.dev/news/d1a0b56b125a 2026-05-20 monthly 0.7 https://prismix.dev/news/8e48af3c5755 2026-05-20 monthly 0.7 https://prismix.dev/news/2b65b1b99505 2026-05-20 monthly 0.7 https://prismix.dev/news/1f810ba73f07 2026-05-20 monthly 0.7 https://prismix.dev/news/e528b374084b 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.00080/gradient.png World Model for Robot Learning: A Comprehensive Survey Abstract World models as predictive representations of environmental dynamics have become essential for robot learning, supporting policy learning, planning, and simulation across various embodied app https://prismix.dev/news/d755b0d33afe 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12426/gradient.png Geometric Factual Recall in Transformers Abstract Transformer language models use geometric memorization where embeddings encode linear superpositions of attributes and MLPs act as relation-conditioned selectors rather than associative key-v https://prismix.dev/news/4cf64a7e762f 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.09998/gradient.png Continual Harness: Online Adaptation for Self-Improving Foundation Agents Abstract A self-improving AI system for embodied agents autonomously refines its own prompts, skills, and memory through continuous learning without environment resets, achieving human-level performan https://prismix.dev/news/5250cc0999ab 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.10365/gradient.png Agent-ValueBench: A Comprehensive Benchmark for Evaluating Agent Values Abstract Autonomous agents exhibit distinct value systems from underlying language models, requiring new benchmarking approaches to assess alignment across diverse execution environments. AI-generated https://prismix.dev/news/6085002c09b3 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.09131/gradient.png MCP-Cosmos: World Model-Augmented Agents for Complex Task Execution in MCP Environments Abstract MCP-Cosmos integrates generative World Models into the Model Context Protocol ecosystem to enhance agent planning and execution through predictive simulation in latent space. AI-generated sum https://prismix.dev/news/7e95e7f2cc3c 2026-05-20 monthly 0.7 https://prismix.dev/news/c7fc56c72235 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12493/gradient.png LongMemEval-V2: Evaluating Long-Term Agent Memory Toward Experienced Colleagues Abstract A new benchmark called LongMemEval-V2 is introduced to evaluate memory systems' ability to help agents acquire environment-specific experience in web environments, featuring a suite of memory https://prismix.dev/news/6967fa908f89 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12357/gradient.png δ-mem: Efficient Online Memory for Large Language Models Abstract A lightweight memory mechanism called δ-mem enhances large language models by augmenting a frozen attention backbone with a compact associative memory state that provides low-rank corrections https://prismix.dev/news/d5325f09f8d1 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!ioj8!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6915f95-7d03-4a7d-81b1-df255b9debcb_1192x1422.png [AINews] The End of Finetuning a quiet day lets us reflect on whither finetuning https://prismix.dev/news/d185b625def6 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12178/gradient.png Do Enterprise Systems Need Learned World Models? The Importance of Context to Infer Dynamics Abstract Enterprise discovery agents that read system configuration at runtime outperform traditional world models in configurable environments where dynamics change over time. AI-generated summary Wo https://prismix.dev/news/851e31d1d2f7 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12500/gradient.png SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture Abstract Unified vision-language models treat understanding and generation as integrated processes rather than separate tasks, demonstrating strong performance across multiple multimodal capabilities https://prismix.dev/news/dc7f38661065 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.10780/gradient.png Beyond the Last Layer: Multi-Layer Representation Fusion for Visual Tokenization Abstract DRoRAE enhances visual representation by fusing multi-layer features from pretrained vision encoders through adaptive routing and incremental correction, improving reconstruction and generati https://prismix.dev/news/f8109a40ec23 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 b9128 hexagon: eliminate scalar VTCM loads via HVX splat helpers ( #22993 ) hexagon: add hvx_vec_repl helpers and use those for splat-from-vtcm usecase hmx-mm: optimize per-group scale handling hmx-fa: opti https://prismix.dev/news/7623dca33162 2026-05-20 monthly 0.7 https://prismix.dev/news/da874f90c14c 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11182/gradient.png The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes Abstract On-policy distillation and self-distillation methods for large language models exhibit varying effectiveness depending on teacher choice, loss formulation, and instance-specific privileged in https://prismix.dev/news/ff870f84360a 2026-05-20 monthly 0.7 https://external-preview.redd.it/CdBcAUHrGn4IVo8oAGBD5x76BocQDoRvNaOFmeCeKn0.png?width=640&crop=smart&auto=webp&s=f4056ee3698747fb901b8c8ea2dfc8c8b0a293e0 AntAngelMed - 100a6b Healthcare LLM   submitted by   /u/Zc5Gwu [link]   [comments] https://prismix.dev/news/2ad12a2cfd4f 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12496/gradient.png CausalCine: Real-Time Autoregressive Generation for Multi-Shot Video Narratives Abstract CausalCine enables interactive, multi-shot video generation by addressing limitations of autoregressive models through causal modeling, dynamic memory routing, and real-time distillation tech https://prismix.dev/news/9946055068db 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.09530/gradient.png MemPrivacy: Privacy-Preserving Personalized Memory Management for Edge-Cloud Agents Abstract MemPrivacy enables privacy-preserving personalized memory in edge-cloud environments by using type-aware placeholders to protect sensitive data while maintaining semantic integrity for effect https://prismix.dev/news/140531161ff7 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12449/gradient.png LychSim: A Controllable and Interactive Simulation Framework for Vision Research Abstract A simulation framework called LychSim is introduced, featuring a Python API, procedural data pipeline, and MCP integration to enable controllable and interactive environments for vision syste https://prismix.dev/news/bd9bceeab76a 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11518/gradient.png AutoLLMResearch: Training Research Agents for Automating LLM Experiment Configuration -- Learning from Cheap, Optimizing Expensive Abstract An agentic framework called AutoLLMResearch automates high-cost large language model experiment configurations by learning from multi-fidelity experimental environments and enabling efficient https://prismix.dev/news/6126bfd76b3c 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12119/gradient.png MoCam: Unified Novel View Synthesis via Structured Denoising Dynamics Abstract MoCam addresses the challenge of generative novel view synthesis by dynamically coordinating geometric and appearance priors through structured denoising dynamics within a diffusion framework https://prismix.dev/news/353924dcf96f 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.10899/gradient.png RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards Abstract Deep research agents trained using RubricEM framework demonstrate superior performance on long-form research tasks through rubric-guided reinforcement learning with stage-aware planning and r https://prismix.dev/news/1bada316a2ea 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11011/gradient.png LoopUS: Recasting Pretrained LLMs into Looped Latent Refinement Models Abstract LoopUS is a post-training framework that transforms pretrained LLMs into looped architectures for improved reasoning performance through latent-refinement and adaptive early exiting mechanism https://prismix.dev/news/080fcfcd243c 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.07237/gradient.png Teaching Language Models to Think in Code Abstract ThinC framework enables mathematical problem solving where code serves as the primary reasoning mechanism instead of a verification tool, demonstrating superior performance on math benchmarks https://prismix.dev/news/5ced8a6a635c 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 v0.23.3 What's Changed mlx: refined model push behavior by @dhiltgen in #15431 test: integration test hardening by @dhiltgen in #13532 app: harden update flows by @dhiltgen in #16100 mlx: update the imagegen https://prismix.dev/news/83b67efe25c1 2026-05-20 monthly 0.7 https://techcrunch.com/wp-content/uploads/2022/06/GettyImages-877394926.jpg?resize=1200,800 Medicare’s new payment model is built for AI, and most of the tech world has no idea There is no governmental mechanism to pay for an AI agent that monitors a patient between visits, calls to check in, coordinates a housing referral, or makes sure someone picks up their medication. AC https://prismix.dev/news/c0aa349d142b 2026-05-20 monthly 0.7 https://prismix.dev/news/f4fe3d783104 2026-05-20 monthly 0.7 https://prismix.dev/news/95ac4086954a 2026-05-20 monthly 0.7 https://prismix.dev/news/7c89051ed0b9 2026-05-20 monthly 0.7 https://prismix.dev/news/8939013f174d 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/5sVkleeWkpnumrq0G1UkIW/138a18ce1af4678fc72e12fe691f3ad8/Frame-1.png?w=1600&h=900&fit=fill Our response to the TanStack npm supply chain attack OpenAI details its response to the TanStack “Mini Shai-Hulud” supply chain attack, outlines protections taken to secure systems and signing certificates, and explains why macOS users must update OpenA https://prismix.dev/news/16379c9544b3 2026-05-20 monthly 0.7 https://prismix.dev/news/58939d042f0e 2026-05-20 monthly 0.7 https://prismix.dev/news/4d559771f23b 2026-05-20 monthly 0.7 https://prismix.dev/news/60e9337dc274 2026-05-20 monthly 0.7 https://preview.redd.it/1hl9id7ghs0h1.jpeg?width=640&crop=smart&auto=webp&s=328dc45a685b189cdeb7cc58830b464723f7a10e I got a real transformer language model running locally on a stock Game Boy Color! No phone, PC, Wi-Fi, link cable, or cloud inference. • The cartridge boots a ROM, and the GBC runs the model itself. • The model is Andrej Karpathy’s TinyStories-260K, converted to INT8 weights with f https://prismix.dev/news/8870c28f0d29 2026-05-20 monthly 0.7 https://prismix.dev/news/88ecb4f372d7 2026-05-20 monthly 0.7 https://ychef.files.bbci.co.uk/624x351/p0nklthc.jpg Kraftwerk's radical 1976 track Article URL: https://www.bbc.com/culture/article/20260511-kraftwerks-radical-1976-track-radioactivity-became-an-anti-nuclear-anthem Comments URL: https://news.ycombinator.com/item?id=48115823 Points: https://prismix.dev/news/8861fc3609d2 2026-05-20 monthly 0.7 https://prismix.dev/news/9144ec12cce0 2026-05-20 monthly 0.7 https://prismix.dev/news/a8609455bb08 2026-05-20 monthly 0.7 https://preview.redd.it/oz4vpoxdfs0h1.jpg?width=140&height=140&crop=1:1,smart&auto=webp&s=bc5bd2c5e7235a547a700f29e042c40d23d6e695 My First Official AI Research Paper Accepted on SSRN https://preview.redd.it/oz4vpoxdfs0h1.jpg?width=910&format=pjpg&auto=webp&s=fa4c91aad0e3c56850fbfc06099e9c4095712bbd Today, my research paper “Stable Training with Adaptive Momentum (STAM)” was offici https://prismix.dev/news/c856942fae27 2026-05-20 monthly 0.7 https://prismix.dev/news/7856bc9f6eaa 2026-05-20 monthly 0.7 https://prismix.dev/news/08b89f5ca2fd 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 b9127 opencl: add opt-in Adreno xmem F16xF32 GEMM for prefill ( #22755 ) ggml-opencl: add Adreno xmem F16xF32 GEMM for prefill ggml-opencl: address Adreno xmem review comments ggml-opencl: align xmem gemm k https://prismix.dev/news/59f98a5856b2 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/GettyImages-1472540653-1152x648-1778610381.jpg Twin brothers wipe 96 government databases minutes after being fired Article URL: https://arstechnica.com/tech-policy/2026/05/drop-database-what-not-to-do-after-losing-an-it-job/ Comments URL: https://news.ycombinator.com/item?id=48115438 Points: 232 # Comments: 157 https://prismix.dev/news/64eed4351c04 2026-05-20 monthly 0.7 https://external-preview.redd.it/sAMNEyICC59IArWZbMwhdEVyKEwXLfX0z5O-ZUYpPv0.png?width=640&crop=smart&auto=webp&s=5d90ea4d44db1436cb5116b8e76b3b429bc0f613 I built Derpy Turtle: The Kokoro Trainer, a GUI for training better Kokoro voices with RVC I’ve been working on a tool called Derpy Turtle: The Kokoro Trainer. It started as a random-walk experiment for Kokoro voices, but it has grown into its own thing: a Windows GUI for creating better lo https://prismix.dev/news/30b3124abdc6 2026-05-20 monthly 0.7 https://prismix.dev/news/cbfc78d7be40 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/XFRA-SPAN-Lifestyle-Brown-house-500x500.png The newest AI boom pitch: Host a mini data center at your home The plan aims to speed up AI compute deployment while compensating residents. https://prismix.dev/news/cb7eceb8ed79 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/3195154?s=60&v=4 v0.21.0rc1 [Build] Build bundled DeepGEMM _C per-Python so the wheel imports o… https://prismix.dev/news/72fbc108aaeb 2026-05-20 monthly 0.7 https://opengraph.githubassets.com/829daca2baddf4f99c79d3c87d725b3897aaf1cfdaec7f322811ab50ecbc9830/FULU-Foundation/OrcaSlicer-bambulab Restore full BambuNetwork support for Bambu Lab printers Article URL: https://github.com/FULU-Foundation/OrcaSlicer-bambulab Comments URL: https://news.ycombinator.com/item?id=48115127 Points: 508 # Comments: 224 https://prismix.dev/news/a8acca0592c8 2026-05-20 monthly 0.7 https://prismix.dev/news/a403fd835493 2026-05-20 monthly 0.7 https://preview.redd.it/a6oq8jzitr0h1.jpeg?width=640&crop=smart&auto=webp&s=9242d6612c6ca21bbcdffd206ba797b82c664670 Dad why is my sisters name Lora?   submitted by   /u/rwitz4 [link]   [comments] https://prismix.dev/news/b502b1183a71 2026-05-20 monthly 0.7 https://opengraph.githubassets.com/a138978c50ba67bc21c9997fc26bb11655f68fd921ff01b368967f763b020018/Genymobile/scrcpy/releases/tag/v4.0 Scrcpy v4.0 Article URL: https://github.com/Genymobile/scrcpy/releases/tag/v4.0 Comments URL: https://news.ycombinator.com/item?id=48114356 Points: 246 # Comments: 39 https://prismix.dev/news/73487790c4e0 2026-05-20 monthly 0.7 https://i0.wp.com/typesetinthefuture.com/wp-content/uploads/2016/02/futuristic_starfield_full.jpg?fit=1200%2C800&ssl=1 How to make your text look futuristic (2016) Article URL: https://typesetinthefuture.com/2016/02/18/futuristic/ Comments URL: https://news.ycombinator.com/item?id=48113895 Points: 401 # Comments: 52 https://prismix.dev/news/471c337eab5f 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/63033505?s=60&v=4 v0.23.4-rc0 launch/opencode: add image modalities for vision models ( #15922 ) https://prismix.dev/news/d8a0fe67ba75 2026-05-20 monthly 0.7 https://prismix.dev/news/34deec6d0578 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 b9124 mtmd, server, common: expose modalities to /v1/models ( #22952 ) mtmd, server, common: expose modalities to /v1/models fix build rename to mtmd_caps macOS/iOS: macOS Apple Silicon (arm64) macOS Apple https://prismix.dev/news/b5b19939be5d 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 b9123 ggml-webgpu: Enables running gpt-oss-20b ( #22906 ) Enable to run gpt-oss-20b and refactor mulmat-q disable test-backend-ops in ubuntu-24-webgpu macOS/iOS: macOS Apple Silicon (arm64) macOS Apple Sili https://prismix.dev/news/857e53a2d45a 2026-05-20 monthly 0.7 https://prismix.dev/news/182880c0df1b 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/Sam-Nelson-2-via-Tech-Justice-Law-500x500-1778603853.jpg “Will I be OK?” Teen died after ChatGPT pushed deadly mix of drugs, lawsuit says Teen trusted ChatGPT to help him “safely” experiment with drugs, logs show. https://prismix.dev/news/6b07ef526ab1 2026-05-20 monthly 0.7 https://prismix.dev/news/c2ef02871f19 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 b9122 ggml-webgpu: address precision issues for multimodal ( #22808 ) fix(mixed-types): use f32 for precision and update the shared memory calculation logic for f32 fix(unary): correct the gelu, gelu quick https://prismix.dev/news/0e72efa31e6e 2026-05-20 monthly 0.7 https://prismix.dev/news/e05c3d6d54b9 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!4-J5!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F726809d5-1df6-4234-ae3c-9fbfa0872431_771x652.png Childhood and Education #18: Do The Math We did reading yesterday. https://prismix.dev/news/4fae9b0c2dec 2026-05-20 monthly 0.7 https://preview.redd.it/ta09oubqxq0h1.png?width=640&crop=smart&auto=webp&s=3f655c4d2fc5781210e9179af0ae39689bcf982a Luce DFlash + PFlash on AMD Strix Halo: Qwen3.6-27B at 2.23x decode and 3.05x prefill vs llama.cpp HIP Hey fellow Llamas, keeping it short. We just shipped DFlash and PFlash support for the AMD Ryzen AI MAX+ 395 iGPU (gfx1151, Strix Halo, 128 GiB unified memory). Same Luce DFlash stack from the RTX 309 https://prismix.dev/news/1bba65215a96 2026-05-20 monthly 0.7 https://prismix.dev/news/e1739cedc6f9 2026-05-20 monthly 0.7 https://prismix.dev/news/06280a62d337 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/05/tensorrt-optimized-industries-1-768x432.png How to Eliminate Pipeline Friction in AI Model Serving The path from a trained AI model to production should be smooth, but rarely is. Many teams invest weeks fine-tuning models, only to discover that exporting to a... https://prismix.dev/news/b49618809100 2026-05-20 monthly 0.7 https://prismix.dev/news/27322facfa58 2026-05-20 monthly 0.7 https://duckdb.org/images/blog/thumbs/quack-release.jpg Quack: The DuckDB Client-Server Protocol Article URL: https://duckdb.org/2026/05/12/quack-remote-protocol Comments URL: https://news.ycombinator.com/item?id=48111765 Points: 315 # Comments: 66 https://prismix.dev/news/78f0f1b4376d 2026-05-20 monthly 0.7 https://prismix.dev/news/6fe77279d7a1 2026-05-20 monthly 0.7 https://prismix.dev/news/eb55f501e325 2026-05-20 monthly 0.7 https://prismix.dev/news/c20b82e08cb6 2026-05-20 monthly 0.7 https://prismix.dev/news/c0a9f8fcf4db 2026-05-20 monthly 0.7 https://prismix.dev/news/c1e258f3b90a 2026-05-20 monthly 0.7 https://preview.redd.it/cdmk3yirrq0h1.png?width=140&height=140&crop=1:1,smart&auto=webp&s=2976c3fb0b0ed8d1f18cd7ead1fbd673682bfdb8 Steam Recommender using similarity! (Undergraduate Student Project) [P] (DISCLAIMER: I accidentally deleted the last post on this subreddit my apologies if this is your second time seeing it) Last year I made a post about my steam recommender The last one was great and se https://prismix.dev/news/c636401ee807 2026-05-20 monthly 0.7 https://external-preview.redd.it/NDl4aXNkZG9xcTBoMeT_2NpIzi1hJrNY2wGC21xHrSkym1RdOmNX4ZdJuXe1.png?width=640&crop=smart&auto=webp&s=b960207db68665df540b2d74c598066b7bf1451f i built a little free mobile app that lets you generate your ai slop wrapper apps   submitted by   /u/xSnoozy [link]   [comments] https://prismix.dev/news/0b4a587b930d 2026-05-20 monthly 0.7 https://preview.redd.it/kfsrb0yppq0h1.jpeg?width=640&crop=smart&auto=webp&s=dfa46d61cb85233b5b3e366b016356c6c548dd6a Agentic harness for theoretical physics research Hi everyone, at Hugging Face we've been developing agentic harnesses for various domains and today we're releasing physics-intern to tackle research-level problems in theoretical physics. It's a multi https://prismix.dev/news/97a32fe89fa9 2026-05-20 monthly 0.7 https://prismix.dev/news/0b05b9a557cf 2026-05-20 monthly 0.7 https://prismix.dev/news/4c3e6015dd68 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/googlebook-1-500x500.jpg Google's Android-powered laptops are called Googlebooks, and they're coming this year Google has revealed its vision for the AI laptop of tomorrow. https://prismix.dev/news/10bf9e812c15 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2025/06/Android-IO-500x500-1749567268.jpg Android is getting a big AI overhaul in 2026 Google has big plans for Android in 2026, and most of it is AI. https://prismix.dev/news/198e16e01394 2026-05-20 monthly 0.7 https://prismix.dev/news/2b3da5eccbbf 2026-05-20 monthly 0.7 https://prismix.dev/news/20ad0eeb885e 2026-05-20 monthly 0.7 https://prismix.dev/news/00b2456ec13e 2026-05-20 monthly 0.7 https://prismix.dev/news/ff9e55be4158 2026-05-20 monthly 0.7 https://prismix.dev/news/af9d763550a5 2026-05-20 monthly 0.7 https://prismix.dev/news/71ea3b531a21 2026-05-20 monthly 0.7 https://preview.redd.it/ass571o3gq0h1.png?width=640&crop=smart&auto=webp&s=10e9b12b472366428c8a5ea4c0882512029b4121 Let's build claude code from scratch! So, I made this video about how to create claude code from scratch. Here's the video: https://youtu.be/8pDfgBEy8bg and Github: https://github.com/CohleM/nanoclaude Feedback is extremely appreciated. & https://prismix.dev/news/39483f9c1077 2026-05-20 monthly 0.7 https://prismix.dev/news/abc892fc53e4 2026-05-20 monthly 0.7 https://preview.redd.it/0hc0psqvcq0h1.png?width=640&crop=smart&auto=webp&s=50c1fa412649038d763c6afbe528d17807f3d2af 1M datasets on HF ! This community is gold ! Congrats for pushing AI forward together with open datasets !   submitted by   /u/qlhoest [link]   [comments] https://prismix.dev/news/fbb4b0105a89 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/39c7cc76-02ac-4c38-bbab-7d89dca53d0b_3182x1790.png How open model ecosystems compound Further reflections on China's high-participation, open-first AI ecosystem. https://prismix.dev/news/1504fcdf3a63 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 b9119 vulkan: Fix Windows performance regression on Intel GPU BF16 workloads for Xe2 and newer ( #22461 ) refactor Use l_warptile only when coopamt is available for BF16 macOS/iOS: macOS Apple Silicon (arm6 https://prismix.dev/news/7edc8c048a9f 2026-05-20 monthly 0.7 https://prismix.dev/news/931d03b252ff 2026-05-20 monthly 0.7 https://prismix.dev/news/ce943383d658 2026-05-20 monthly 0.7 https://prismix.dev/news/763d0e7f1d9c 2026-05-20 monthly 0.7 https://github.blog/wp-content/uploads/2026/05/Screenshot-2026-05-01-at-3.53.00-PM.png?resize=1024%2C432 Dungeons & Desktops: Building a procedurally generated roguelike with GitHub Copilot CLI Learn how one Hubber used GitHub Copilot CLI to build an extension that turns any codebase into a unique, roguelike dungeon. The post Dungeons & Desktops: Building a procedurally generated roguelike w https://prismix.dev/news/c3d56c1edb40 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202604/mit-open-learning-universal-learning.jpg?itok=PchQYgNW Q&A: Expanding MIT’s global reach through Universal Learning Dimitris Bertsimas and Megan Mitchell discuss the motivation behind Universal Learning, and what sets the new MIT Open Learning educational initiative apart. https://prismix.dev/news/54f97666e3e6 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202604/MIT-Open-Learning-Universal-AI-Program.jpg?itok=3BfKe2of Universal AI is “a pathway to AI fluency that’s accessible and approachable to anyone, anywhere” New AI education program from MIT Open Learning debuts with AI-powered personalization and a free introductory course for learners everywhere. https://prismix.dev/news/d7ad8983c0c7 2026-05-20 monthly 0.7 https://prismix.dev/news/931466b0eb2a 2026-05-20 monthly 0.7 https://prismix.dev/news/8a025532f97d 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 langchain==1.3.0 This release adds support for version="v3" in stream_events / astream_events for langchain agents. Refer to the event streaming guide for details. https://prismix.dev/news/d8088fcc32cb 2026-05-20 monthly 0.7 https://prismix.dev/news/ff20f1578f69 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/feR1XoKhjhNxOAWmOoypIwDiuwTrvJfiuHp5hAV9B9tORNH_HNe79Nl3aCg8FYVyfco5BpShty9Ge50rAB3e1407a8d4lKYk6iOQGMW9_2RwkIWJcFM=w1440-h810-n-nu Co-Scientist: A multi-agent AI partner to accelerate research Introducing Co-Scientist, a collaborative AI partner built with Gemini to help researchers accelerate scientific breakthroughs. https://prismix.dev/news/df0d69c2d4f9 2026-05-20 monthly 0.7 https://prismix.dev/news/626974363919 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 b9118 vulkan: Check shared memory size for mmq shaders ( #22693 ) macOS/iOS: macOS Apple Silicon (arm64) macOS Apple Silicon (arm64, KleidiAI enabled) macOS Intel (x64) iOS XCFramework Linux: Ubuntu x64 (CP https://prismix.dev/news/f763c068b4dc 2026-05-20 monthly 0.7 https://prismix.dev/news/63301160a78e 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2021/09/getty-amazon-warehouse-500x500.jpg Amazon employees are "tokenmaxxing" due to pressure to use AI tools Workers are using an internal AI tool to automate non-essential tasks. https://prismix.dev/news/e0313ac9ee5c 2026-05-20 monthly 0.7 https://prismix.dev/news/8e8434d8d595 2026-05-20 monthly 0.7 https://external-preview.redd.it/x5j9aJMW3ntBjDL93C6toM9rAetruGU9kP8BH6MNO4c.png?width=140&height=78&auto=webp&s=85282e28ae1410cb2cd80329497b6f971bc1fcc3 Gemma 4 MTP vs DFlash on 1x H100: dense vs MoE results Benchmarked Gemma 4 MTP and z-lab's DFlash on a single H100 80GB using vLLM and NVIDIA's SPEED-Bench qualitative dataset. Setup: Hardware: 1x H100 80GB Runtime: vLLM Dataset: SPEED-Bench qualitative P https://prismix.dev/news/fc2286ef543a 2026-05-20 monthly 0.7 https://prismix.dev/news/ccc45bcea9c0 2026-05-20 monthly 0.7 https://external-preview.redd.it/sVrKFWlZw1Wn0xp-cveiGwMP8_UbhQPJwSHrl63r5mQ.png?width=640&crop=smart&auto=webp&s=d6ecce0b5e045f66cf69383102d687b692e15221 examples : add llama-eval by ggerganov · Pull Request #21152 · ggml-org/llama.cpp now you can evaluate your models at home, sounds like a perfect tool to compare quants and finetunes Datasets: AIME, AIME2025, GSM8K, GPQA   submitted by   /u/jacek2023 [link]   [comments] https://prismix.dev/news/8af436c6ebce 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 b9116 mtmd: add MiMo v2.5 vision ( #22883 ) mimo-v2.5: vision support mimo-v2.5: use fused qkv for vision mimi-v2.5: fix f16 vision overflow mimo-v2.5: comment cleanups mimo-v2.5: Flash doesn't have mmproj https://prismix.dev/news/d9a33d9de650 2026-05-20 monthly 0.7 https://prismix.dev/news/f3f79d3882ab 2026-05-20 monthly 0.7 https://s0.wp.com/_si/?t=eyJpbWciOiJodHRwczpcL1wvaTAud3AuY29tXC9zdHJhdGVjaGVyeS5jb21cL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMThcLzAzXC9jcm9wcGVkLWFuZHJvaWQtY2hyb21lLTUxMng1MTItMS5wbmc_Zml0PTUxMiUyQzUxMiZzc2w9MSIsInR4dCI6IlN0cmF0ZWNoZXJ5IGJ5IEJlbiBUaG9tcHNvbiIsInRlbXBsYXRlIjoiZWRnZSIsImZvbnQiOiIiLCJibG9nX2lkIjoxODgwNDM0MTV9.5VWck4PcKPWCTPe_HVznn3n3xsgn-G0b3d2OeiNNC7cMQ SpaceX and Anthropic, xAI’s Two Companies, Elon Musk and SpaceXAI’s Future The Anthropic xAI deal is shocking but not surprising: Musk should double down on serving other companies. https://prismix.dev/news/36e95b8758c3 2026-05-20 monthly 0.7 https://prismix.dev/news/f1be5946f3c2 2026-05-20 monthly 0.7 https://prismix.dev/news/c277e3e574af 2026-05-20 monthly 0.7 https://prismix.dev/news/08bce45c0a2e 2026-05-20 monthly 0.7 https://prismix.dev/news/902dd9e81304 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/145992175?s=60&v=4 b9115: convert : add split() to LoraTorchTensor in LoRA converter (#22832) convert : add split() method to LoraTorchTensor Fix python type-check Fix flake8 Lint fix: handle positional dim arg in torch.split dispatch Fix type-check again Fix type-checks Remove unit test per r https://prismix.dev/news/66b9a3416de5 2026-05-20 monthly 0.7 https://prismix.dev/news/bd6dda1ea4d3 2026-05-20 monthly 0.7 https://substackcdn.com/image/youtube/w_728,c_limit/2ky5MXBvZP8 [AINews] Thinking Machines' Native Interaction Models - TML-Interaction-Small 276B-A12B - advances SOTA Realtime Voice and kills standard VAD well done, Team Thinky. https://prismix.dev/news/e974038b21dc 2026-05-20 monthly 0.7 https://prismix.dev/news/3c416828c319 2026-05-20 monthly 0.7 https://prismix.dev/news/261b7ecb334f 2026-05-20 monthly 0.7 https://prismix.dev/news/0b40bb4e7355 2026-05-20 monthly 0.7 https://prismix.dev/news/57934ae13c6c 2026-05-20 monthly 0.7 https://prismix.dev/news/cdf4410f6d07 2026-05-20 monthly 0.7 https://prismix.dev/news/f2aaa37e66a5 2026-05-20 monthly 0.7 https://prismix.dev/news/e0ce63179315 2026-05-20 monthly 0.7 https://prismix.dev/news/a2163dc908e8 2026-05-20 monthly 0.7 https://prismix.dev/news/65676fdc01a7 2026-05-20 monthly 0.7 https://prismix.dev/news/ee5b5df150da 2026-05-20 monthly 0.7 https://prismix.dev/news/7aa8c4b015ef 2026-05-20 monthly 0.7 https://prismix.dev/news/b26623c83a30 2026-05-20 monthly 0.7 https://prismix.dev/news/d6e5395f9b91 2026-05-20 monthly 0.7 https://prismix.dev/news/27693fdf5bd1 2026-05-20 monthly 0.7 https://prismix.dev/news/93634f5acb89 2026-05-20 monthly 0.7 https://prismix.dev/news/e9a0c8bd207c 2026-05-20 monthly 0.7 https://prismix.dev/news/5677fa1ed811 2026-05-20 monthly 0.7 https://prismix.dev/news/89e7c84afc5c 2026-05-20 monthly 0.7 https://prismix.dev/news/ce4fb86072ac 2026-05-20 monthly 0.7 https://prismix.dev/news/5ef35f2c9fd2 2026-05-20 monthly 0.7 https://prismix.dev/news/86610c5ebc1d 2026-05-20 monthly 0.7 https://prismix.dev/news/fd72862cedfa 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.09539/gradient.png TacoMAS: Test-Time Co-Evolution of Topology and Capability in LLM-based Multi-Agent Systems Abstract Test-time co-evolution framework for multi-agent systems that jointly adapts agent capabilities and communication topology at different time scales to achieve task-conditioned stability and i https://prismix.dev/news/e890e180b962 2026-05-20 monthly 0.7 https://prismix.dev/news/07746346289e 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/4033016?s=60&v=4 v0.30.0-rc15 vulkan: add windows iGPU detection https://prismix.dev/news/640d232749ad 2026-05-20 monthly 0.7 https://prismix.dev/news/66312b6309f0 2026-05-20 monthly 0.7 https://prismix.dev/news/fd797e93058c 2026-05-20 monthly 0.7 https://prismix.dev/news/dd83ecd40f2f 2026-05-20 monthly 0.7 https://prismix.dev/news/6ea69394e1cc 2026-05-20 monthly 0.7 https://prismix.dev/news/466f592dc335 2026-05-20 monthly 0.7 https://prismix.dev/news/314fb4d851ee 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/4033016?s=60&v=4 v0.23.3-rc1: mlx: fix macOS 26 target leakage in v3 metallib (#16053) MLX compiles the AIR objects with the requested -mmacosx-version-min, but its final metallib step invokes metal instead of metallib. With the macOS 26 SDK, that can stamp the Metal v3 library with a m https://prismix.dev/news/7c1a813822f7 2026-05-20 monthly 0.7 https://prismix.dev/news/cfb8096e9f38 2026-05-20 monthly 0.7 https://prismix.dev/news/d219d53708bc 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/GettyImages-2191236730-500x500.jpg Data center guzzled 30 million gallons of water, and nobody noticed for months Can AI save us from the AI industry’s endless thirst for water? Outlook not so good. https://prismix.dev/news/862fbc7dbc2e 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/4033016?s=60&v=4 v0.30.0-rc14: Merge remote-tracking branch 'upstream/main' into llama-runner-phase-0 Conflicts: .github/workflows/test.yaml https://prismix.dev/news/1a4ad3d48a10 2026-05-20 monthly 0.7 https://prismix.dev/news/60ebdcbe8913 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/05/data-center-2-768x432.png Introducing NVIDIA Fleet Intelligence for Real-Time GPU Fleet Visibility and Optimization The compute capability of large GPU fleets presents unprecedented opportunities to innovate and provide value to customers in record time. Yet these... https://prismix.dev/news/afaca6d9681e 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/4033016?s=60&v=4 v0.23.3-rc0: app: harden update flows (#16100) app: harden update flows This hardens the windows update flows and adds a new opt-in and CI triggered unit test to verify Mac/Windows updates with verification. test: harden unit tests for OLLAMA_MODE https://prismix.dev/news/86964fb98bdd 2026-05-20 monthly 0.7 https://prismix.dev/news/3fd35c69f686 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!vvUO!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff28afbfe-de73-49f8-a2d1-2bba687260a7_680x434.jpeg Childhood And Education #17: Is Our Children Reading Reading is the most fundamental thing in education. https://prismix.dev/news/7972a9ce9e74 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!fPzh!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa6236ec8-a831-4f0d-8e39-d16a20b74b33_3230x1615.png How to Stop AI Agents From Frying Your Brain Avoid the latest AI-induced disease https://prismix.dev/news/3ee4cc623426 2026-05-20 monthly 0.7 https://s3.amazonaws.com/til.simonwillison.net/113cf11fcc027b1789ac9d309f336948.jpg Using LLM in the shebang line of a script TIL: Using LLM in the shebang line of a script Kim_Bruning on Hacker News : But seriously, you can put a shebang on an english text file now (if you're sufficiently brave) [...] This inspired me to lo https://prismix.dev/news/38ff3b7ba10c 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 langchain-core==1.4.0 Changes since langchain-core==0.3.86 chore(infra): merge v1.4 into master ( #37350 ) chore: bump urllib3 from 2.6.3 to 2.7.0 in /libs/core ( #37329 ) fix(core): avoid eager pydantic.v1 import in @depr https://prismix.dev/news/0ed2b3b04207 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/4033016?s=60&v=4 v0.30.0-rc13 llama.cpp update https://prismix.dev/news/96add618a168 2026-05-20 monthly 0.7 https://prismix.dev/news/8a0c141c6c6e 2026-05-20 monthly 0.7 https://prismix.dev/news/fd38e6bb9325 2026-05-20 monthly 0.7 https://prismix.dev/news/c6b15354faff 2026-05-20 monthly 0.7 https://prismix.dev/news/a5d31ff150be 2026-05-20 monthly 0.7 https://prismix.dev/news/b6be045d33aa 2026-05-20 monthly 0.7 https://prismix.dev/news/dc58823d2367 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/378072?s=60&v=4 v0.101.0 0.101.0 (2026-05-11) Full Changelog: v0.100.0...v0.101.0 Features aws: Add AWS client for Claude Platform on AWS ( 1e70e3a ) Bug Fixes client: add missing f-string prefix in file type error message ( https://prismix.dev/news/6262633bf728 2026-05-20 monthly 0.7 https://prismix.dev/news/1afd2b96b6ca 2026-05-20 monthly 0.7 https://prismix.dev/news/39d99a4e46d0 2026-05-20 monthly 0.7 https://prismix.dev/news/38180b63d0a6 2026-05-20 monthly 0.7 https://wp.technologyreview.com/wp-content/uploads/2026/05/Capital-One-iStock-2208464815.jpg?w=1943 Fostering breakthrough AI innovation through customer-back engineering Despite years of digitization, organizations capture less than one-third of the value expected from digital investments, according to McKinsey research. That’s because most big companies begin with te https://prismix.dev/news/a44a3559ed6b 2026-05-20 monthly 0.7 https://prismix.dev/news/3ed557341723 2026-05-20 monthly 0.7 https://wp.technologyreview.com/wp-content/uploads/2026/05/NetSuite-social-card.png Implementing advanced AI technologies in finance In finance departments that have long been defined by precision and control, AI has arrived less as a neatly managed upgrade than as a quiet insurgency. Employees are already using it while leadership https://prismix.dev/news/ff6ee12bd47d 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!3yYS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258.png Import AI 456: RSI and economic growth; radical optionality for AI regulation; and a neural computer What laws does superintelligence demand? https://prismix.dev/news/2a6999bc8c1a 2026-05-20 monthly 0.7 https://prismix.dev/news/5d49356f591b 2026-05-20 monthly 0.7 https://prismix.dev/news/d188ba1a06cf 2026-05-20 monthly 0.7 https://prismix.dev/news/2f4123bfb75e 2026-05-20 monthly 0.7 https://prismix.dev/news/2b29aced3b77 2026-05-20 monthly 0.7 images/icons/Pixter.png Preserving Fisher-Price Pixter Article URL: https://dmitry.gr/?r=05.Projects&proj=37.%20Pixter Comments URL: https://news.ycombinator.com/item?id=48091812 Points: 204 # Comments: 43 https://prismix.dev/news/e7455462824d 2026-05-20 monthly 0.7 https://prismix.dev/news/1c6116b225f0 2026-05-20 monthly 0.7 https://prismix.dev/news/bd2356d53aca 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 v0.21.0 What's Changed Read audio and video at the same time in video loader node. by @comfyanonymous in #13591 fix: Handle un-inited meta-tensors in models (fixes a CPU TE crash) (CORE-67) by @rattus128 in # https://prismix.dev/news/812bfee5e70a 2026-05-20 monthly 0.7 https://www.sciencedaily.com/images/1920/ultra-stainless-steel.webp New stainless steel can survive conditions for hydrogen production in seawater https://www.sciencedirect.com/science/article/abs/pii/S13697... Comments URL: https://news.ycombinator.com/item?id=48089921 Points: 238 # Comments: 105 https://prismix.dev/news/618ea8a86357 2026-05-20 monthly 0.7 https://prismix.dev/news/05d042dc5905 2026-05-20 monthly 0.7 https://prismix.dev/news/070e43d1e6ee 2026-05-20 monthly 0.7 https://prismix.dev/news/7429ac5cea1d 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/4033016?s=60&v=4 v0.30.0-rc12 lint fixes https://prismix.dev/news/90a43f18dc16 2026-05-20 monthly 0.7 https://static0.xdaimages.com/wordpress/wp-content/uploads/wm/2026/03/doom-on-bazzite.jpg?w=1600&h=900&fit=crop Linux gaming is faster because Windows APIs are becoming Linux kernel features Article URL: https://www.xda-developers.com/linux-gaming-is-getting-faster-because-windows-apis-are-becoming-linux-kernel-features/ Comments URL: https://news.ycombinator.com/item?id=48087887 Points: https://prismix.dev/news/3d2b2c788665 2026-05-20 monthly 0.7 https://prismix.dev/news/86c22bdd5583 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!2QRJ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fmedia%2FHH1ZeYvbYAAg36u.jpg Misplaced panic over AI progress Breaking down what METR’s latest “time horizon” graph does and does not show https://prismix.dev/news/e7f8b2994fe8 2026-05-20 monthly 0.7 https://prismix.dev/news/5113484316ce 2026-05-20 monthly 0.7 https://prismix.dev/news/42a9a55f7203 2026-05-20 monthly 0.7 https://prismix.dev/news/ab27f174efef 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/51931015?s=60&v=4 v0.20.2 vLLM v0.20.2 Highlights This release features 6 commits from 6 contributors (0 new)! This is a small patch release with bug fixes for DeepSeek V4, gpt-oss, and Qwen3-VL Bug Fixes DeepSeek V4 sparse at https://prismix.dev/news/217ab83ac677 2026-05-20 monthly 0.7 https://prismix.dev/news/ac2532fe5046 2026-05-20 monthly 0.7 https://us1.discourse-cdn.com/flex002/uploads/python1/original/1X/f93ff97c4f381b5e8add5a0c163b4ded29f20ed7.png Reverting the incremental GC in Python 3.14 and 3.15 Article URL: https://discuss.python.org/t/reverting-the-incremental-gc-in-python-3-14-and-3-15/107014 Comments URL: https://news.ycombinator.com/item?id=48077924 Points: 207 # Comments: 81 https://prismix.dev/news/fe942d36c3e6 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/4033016?s=60&v=4 v0.30.0-rc11 win: avoid spaces in compiler path https://prismix.dev/news/7eed052b6be2 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/4033016?s=60&v=4 v0.30.0-rc10 win: fix arm64 cross-compile https://prismix.dev/news/90224bb2e6a4 2026-05-20 monthly 0.7 https://laurent.le-brun.eu/blog/user/pages/01.blog/a-history-of-ides-at-google/Screenshot 2026-05-09 000254.png A History of IDEs at Google Article URL: https://laurent.le-brun.eu/blog/a-history-of-ides-at-google Comments URL: https://news.ycombinator.com/item?id=48073979 Points: 207 # Comments: 167 https://prismix.dev/news/cdabf7e65a3f 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/GettyImages-2240670637-500x500.jpg The new Wild West of AI kids’ toys These connected companions could disrupt everything from make-believe to bedtime stories. No wonder some lawmakers want them banned. https://prismix.dev/news/1548e559386f 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!tOlW!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F021c44bf-dba1-44ad-b3a5-d4de3e6a7644_1728x954.jpeg [AINews] Anthropic growing 10x/year while everyone else is laying off >10% of their workforce A quiet day lets us reflect on an interesting dichotomy in the economy. https://prismix.dev/news/55bf5e37506c 2026-05-20 monthly 0.7 https://prismix.dev/news/67d11a3f70f6 2026-05-20 monthly 0.7 https://prismix.dev/news/0abd127d4083 2026-05-20 monthly 0.7 https://static.simonwillison.net/static/2026/python-script-explainer.jpg Using Claude Code: The Unreasonable Effectiveness of HTML Using Claude Code: The Unreasonable Effectiveness of HTML Thought-provoking piece by Thariq Shihipar (on the Claude Code team at Anthropic) advocating for HTML over Markdown as an output format to req https://prismix.dev/news/5ba76bae545a 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/GettyImages-2264634340-500x500.jpg Sony says "efficient" AI tools will lead to even more games flooding the market But human artists still "must remain at the center," PlayStation maker says. https://prismix.dev/news/780439939d31 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/AI-Overview-hero-500x500.jpg Course correction: Google to link more sources in AI Overviews Google's AI search will start citing its sources in several new ways. https://prismix.dev/news/9a3b4755bb82 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/sprinkle-some-ai-on-it-500x500.jpg Chrome's 4GB AI model isn't new, but you're not wrong for being confused You can stop Chrome from taking up 4GB of storage for local AI, but that shouldn't be your problem. https://prismix.dev/news/16a7a9abad56 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/01/person-desk-three-computers-768x432-jpg.webp Improving Bash Generation in Small Language Models with Grammar-Constrained Decoding Bash is one of the most flexible and powerful interfaces exposed to AI agents. In the right system, a model that emits grep, curl, tar, or a shell pipeline is... https://prismix.dev/news/6306dbf70f8d 2026-05-20 monthly 0.7 https://i0.wp.com/stratechery.com/wp-content/uploads/2026/05/GettyImages-2274230177.jpg?resize=1700%2C1133&ssl=1 2026.19: Earning & Spending The best Stratechery content from the week of May 4, 2026, including what we learned from Big Tech's first quarter, a conversation with Joanna Stern, and asking what's next for the Boston Celtics. https://prismix.dev/news/3221a8a238ec 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!pamj!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc559c6e4-ed6a-4967-ab8b-108498446bf3_1992x1884.png David Reich – Why the Bronze Age was an inflection point in human evolution "Instead of being quiescent, natural selection is everywhere." https://prismix.dev/news/1144f592020d 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!DOfn!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc8fae727-bb0e-4d99-b234-16c2b9498663_884x900.jpeg Claude Code, Codex and Agentic Coding #8 When I started this series, everyone was going crazy for coding agents. https://prismix.dev/news/2eaaedaf0247 2026-05-20 monthly 0.7 https://prismix.dev/news/96c0800b8496 2026-05-20 monthly 0.7 https://prismix.dev/news/eb2b94e2dae7 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/02/MoE-nvidia-technical-blog-768x432.png Streaming Tokens and Tools: Multi-Turn Agentic Harness Support in NVIDIA Dynamo An agentic exchange must preserve a structured interaction: assistant turns interleave reasoning with one or more tool calls, and subsequent user turns return... https://prismix.dev/news/b105c1b4af30 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!CUVM!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3e28708-53f2-4acf-aaa3-5ac0e6d0a533_1171x1218.jpeg Agents and ROI Remember that MIT study that showed that the ROI for generative AI wasn’t really there for most businesses? https://prismix.dev/news/47a4576cc5ca 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 langchain==1.2.18 Changes since langchain==1.2.17 release(langchain): 1.2.18 ( #37250 ) revert: feat(langchain): ls_agent_type tag on create_agent calls ( #37249 ) chore(langchain-classic): deprecate hub, limit loads/d https://prismix.dev/news/66be12207714 2026-05-20 monthly 0.7 https://prismix.dev/news/38d70a8c651d 2026-05-20 monthly 0.7 https://prismix.dev/news/dbcffd988a75 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!A0Wm!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9c9ffc6c-3f36-4f23-a2c3-34d5e64955aa_1014x918.png [AINews] GPT-Realtime-2, -Translate, and -Whisper: new SOTA realtime voice APIs OpenAI continues deploying GPT-5 everywhere https://prismix.dev/news/eb650a0966f2 2026-05-20 monthly 0.7 https://prismix.dev/news/cea30230a654 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/121283862?s=60&v=4 v0.20.3 ComfyUI v0.20.3 https://prismix.dev/news/221336cb1c8c 2026-05-20 monthly 0.7 https://prismix.dev/news/2bce3436c9e3 2026-05-20 monthly 0.7 https://prismix.dev/news/b0d0369b9f93 2026-05-20 monthly 0.7 https://images.zed.dev/blog/zeta-2-1/thumbnail.webp Zeta2.1: 3x Fewer Tokens, 50ms Faster Zeta2.1 is out and it's more efficient than Zeta2. https://prismix.dev/news/a44d30707f9c 2026-05-20 monthly 0.7 https://prismix.dev/news/91733b0c6448 2026-05-20 monthly 0.7 https://prismix.dev/news/74f95f5ce84e 2026-05-20 monthly 0.7 https://github.blog/wp-content/uploads/2026/05/graph.png?resize=1024%2C504 Improving token efficiency in GitHub Agentic Workflows Agentic workflows that run on every pull request can quietly accumulate large API bills. Here's how we instrumented our own production workflows, found the inefficiencies, and built agents to fix them https://prismix.dev/news/e7635f8154b5 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!IOEe!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F443e3591-aa62-4a15-acd6-c614e0a9b243_1025x1047.png Breaking news: “they hadn’t figured out how OpenAI would pay for it” Sign of things to come? https://prismix.dev/news/a7f8ab179c20 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/05/nvidia-gb200-nvl72-768x432.png Achieving Peak System and Workload Efficiency on NVIDIA GB200 NVL72 with Slurm Block Scheduling NVIDIA GB200 NVL72 introduces a fundamentally new way to build GPU clusters by extending NVIDIA NVLink coherence across an entire rack. This design enables... https://prismix.dev/news/f8a813170ec5 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/05/cube-column-768x432.jpg Model Quantization: Post-Training Quantization Using NVIDIA Model Optimizer Model quantization is an effective method to reduce VRAM usage and improve inference performance on consumer devices such as NVIDIA GeForce RTX GPUs. By... https://prismix.dev/news/8179ec5fd21c 2026-05-20 monthly 0.7 https://prismix.dev/news/c7e4adc5a19a 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!0BvZ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7d5edede-d2a1-44b4-9712-77b9d11ec2ef_1731x909.png Elon Musk, Kingmaker The AI race has been tilted in favor of Anthropic https://prismix.dev/news/cd329e8925fb 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/03/GettyImages-2167753513-500x500-1773169243.jpg Mozilla says 271 vulnerabilities found by Mythos have "almost no false positives" The developer of Firefox says it has "completely bought in" on AI-assisted bug discovery. https://prismix.dev/news/00517e992046 2026-05-20 monthly 0.7 https://prismix.dev/news/b04200899d48 2026-05-20 monthly 0.7 https://static.simonwillison.net/static/2026/big-words.jpg Big Words Tool: Big Words I'm using my vibe coded macOS presentations tool to put together a talk, and I wanted to add a slide with some text on it. The tool only accepts URLs, so I put together a quick page th https://prismix.dev/news/446f5a8605ef 2026-05-20 monthly 0.7 https://static.simonwillison.net/static/2026/firefox-security.webp Behind the Scenes Hardening Firefox with Claude Mythos Preview Behind the Scenes Hardening Firefox with Claude Mythos Preview Fascinating, in-depth details on how Mozilla used their access to the Claude Mythos preview to locate and then fix hundreds of vulnerabil https://prismix.dev/news/6ed3625a71d1 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/378072?s=60&v=4 v2.36.0 2.36.0 (2026-05-07) Full Changelog: v2.35.1...v2.36.0 Features api: manual updates ( 13c639c ) api: realtime 2 ( 8fe0ab8 ) https://prismix.dev/news/d4576f9d8fdb 2026-05-20 monthly 0.7 https://static.simonwillison.net/static/2026/grok-fast-shutdown.png Notes on the xAI/Anthropic data center deal There weren't a lot of big new announcements from Anthropic at yesterday's Code w/ Claude event, but the biggest by far was the deal they've struck with SpaceX/xAI to use "all of the capacity of their https://prismix.dev/news/348fba27bc52 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 langchain-core==0.3.86 Changes since langchain-core==0.3.85 release(core): 0.3.86 ( #37242 ) fix(core): backport path-traversal fix to v0.3 ( CVE-2026-34070 , GHSA-qh6h-p6c9-ff54 ) ( #37233 ) https://prismix.dev/news/83e20b892463 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/05/NVIDIA-NCCL-Inspector-Real-Time-Performance-Monitoring-768x432.png Real-Time Performance Monitoring and Faster Debugging with NCCL Inspector and Prometheus Distributed deep learning depends on fast, reliable GPU-to-GPU communication using the NVIDIA Collective Communication Library (NCCL). When training slows down,... https://prismix.dev/news/7fd3f6b07eb5 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 langchain==0.3.30 Changes since langchain==0.3.29 release(langchain): release 0.3.30 ( #37241 ) chore(langchain): backport loads/dumps harden to v0.3 and deprecate hub ( #37239 ) https://prismix.dev/news/36610bcb38b5 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 langchain-classic==1.0.7 Changes since langchain-classic==1.0.6 release(langchain-classic): 1.0.7 ( #37240 ) chore(langchain-classic): deprecate hub, limit loads/dumps ( #37234 ) https://prismix.dev/news/fa3fbc06112f 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/2b353f46-1b83-4750-9dc0-72877a402f19_1024x768.jpeg Notes from inside China's AI labs Lessons from my trip to talk to most of the leading AI labs in China. https://prismix.dev/news/d9ef1e04460b 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/Lavender-Lifestyle-500x500.jpg Google unveils screenless Fitbit Air and Google Health app to replace Fitbit The $100 Fitbit Air is available for preorder today. https://prismix.dev/news/4d36203db054 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!NwEj!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F67efa848-1fda-48a0-a6cf-199f3a8075f3_900x900.jpeg AI #167: The Prior Restraint Era Begins The era of training frontier models and then releasing them whenever you wanted? https://prismix.dev/news/83da4008ecd3 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2022/12/getty-musk-500x500.jpg Elon Musk tried to hire OpenAI founders to start AI unit inside Tesla Musk was “prepared to do the for-profit, provided he would get control.” https://prismix.dev/news/a505eac8f113 2026-05-20 monthly 0.7 https://prismix.dev/news/67e64731bcf1 2026-05-20 monthly 0.7 https://prismix.dev/news/fa002821b90d 2026-05-20 monthly 0.7 https://prismix.dev/news/24a3c172de48 2026-05-20 monthly 0.7 https://prismix.dev/news/4a53f5ac6268 2026-05-20 monthly 0.7 https://stratechery.com/wp-content/uploads/2026/05/stern-1.png An Interview with Joanna Stern About Living With AI An interview with Joanna Stern about her new book about living with AI, and starting her own media company. https://prismix.dev/news/ab431fc1a417 2026-05-20 monthly 0.7 https://prismix.dev/news/94895c326bda 2026-05-20 monthly 0.7 https://prismix.dev/news/73318f2b5890 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!Kb-H!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd1acd7ed-b0f8-4448-ac16-0dc71920093e_1354x872.png [AINews] Anthropic-SpaceXai's 300MW/$5B/yr deal for Colossus I, ARR growth is 8000% annualized And the kingmaker picks a side. https://prismix.dev/news/a6981b7ee5b5 2026-05-20 monthly 0.7 https://prismix.dev/news/e081f5ee6e7c 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202605/MIT-Automation-Wages-01-press.jpg?itok=3HI3bxqJ Study: Firms often use automation to control certain workers’ wages MIT economists found US companies tend to target employees earning a “wage premium,” which increases inequality but not necessarily productivity. https://prismix.dev/news/a6fcbba28838 2026-05-20 monthly 0.7 https://prismix.dev/news/b19ec562c455 2026-05-20 monthly 0.7 https://prismix.dev/news/a04d57070e9b 2026-05-20 monthly 0.7 https://prismix.dev/news/18fcf2d9307c 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/Dario-Amodei-Code-with-Claude-SF-2026-500x500.jpg Anthropic raises Claude Code usage limits, credits new deal with SpaceX Deal follows others with Microsoft, Amazon, and more. https://prismix.dev/news/bdb36cb7e8db 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/Hai-Long-wind-turbine-500x500.jpg TSMC taps wind power as AI chip demand soars, Taiwan feels energy crunch TSMC backs renewables during record demand for energy-hungry chip manufacturing. https://prismix.dev/news/1c267834056c 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/378072?s=60&v=4 v2.35.1 2.35.1 (2026-05-06) Full Changelog: v2.35.0...v2.35.1 Bug Fixes api: fix imagegen size enum regression ( 4484653 ) https://prismix.dev/news/c578d72ff508 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/GettyImages-2194583448-500x500-1778099315.jpg Spooked by Mythos, Trump suddenly realized AI safety testing might be good Trump forced to admit Biden was right on AI safety testing. https://prismix.dev/news/fa077056c8e5 2026-05-20 monthly 0.7 https://github.blog/wp-content/uploads/2026/05/Screenshot-2026-05-05-at-6.10.57-PM.png?resize=1024%2C582 Validating agentic behavior when “correct” isn’t deterministic How to build the “Trust Layer” for Github Copilot Coding Agents without brittle scripts or black-box judgements by using dominatory analysis. The post Validating agentic behavior when “correct” isn’t https://prismix.dev/news/d4a11dd4b536 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!QVqp!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0b761a05-7e45-4bdf-a5c3-2a40b023f959_1200x630.png How the AI Industry Runs on Its Own Money It will end really well or really badly https://prismix.dev/news/463b01d5793b 2026-05-20 monthly 0.7 https://prismix.dev/news/9e8af2dc9506 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 langchain==1.3.0a2 Initial release release(langchain): 1.3.0a2 ( #37225 ) release(langchain): 1.3.0a2 ( #37224 ) fix(langchain): ordered schema resolution — list replaces set so state_schema wins ( #37223 ) release(lang https://prismix.dev/news/48ebd82b80eb 2026-05-20 monthly 0.7 https://prismix.dev/news/db3606a63b09 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2016/08/eve-online-500x500-1778085020.jpg Google DeepMind partners with EVE Online for AI model testing Move comes as CCP Games spends $120M to go independent, rebrands as Fenris Creations. https://prismix.dev/news/f9dc06ace348 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/378072?s=60&v=4 v2.35.0 2.35.0 (2026-05-06) Full Changelog: v2.34.0...v2.35.0 Features api: update image 2 ( 0ba55d7 ) api: manual updates ( 72bf67a ) Chores remove legacy python cli ( 32f36e4 ) rename legacy python cli entr https://prismix.dev/news/29217347aab1 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/Claude-Managed-Agents-Blog-Followup-Dreaming-500x500-1778041631.png Anthropic's Claude Managed Agents can now "dream," sort of Also, 5-hour usage limits will double for Pro and Max users of Claude Code. https://prismix.dev/news/bbb4f250c21d 2026-05-20 monthly 0.7 https://prismix.dev/news/a2e1611abe6f 2026-05-20 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2025/11/Gemma-social-share.width-1300-500x500.jpg Google's Gemma 4 AI models get 3x speed boost by predicting future tokens Up to 3x the speed with no loss of quality—is it too good to be true? https://prismix.dev/news/a04d5f1e43a1 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/378072?s=60&v=4 v0.100.0 0.100.0 (2026-05-06) Full Changelog: v0.99.0...v0.100.0 Features api: add support for Managed Agents multiagents and outcomes, webhooks, vault validation ( 3b3deee ) Bug Fixes api: Adjust webhook conf https://prismix.dev/news/b4a37e868793 2026-05-20 monthly 0.7 https://prismix.dev/news/94c10e2b6f8e 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/cc399518-8893-4f97-aff0-8b473c85f2d1_1536x1024.png What is Anthropic? What is Anthropic? https://prismix.dev/news/99b1170ac145 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/UNlyTVoqkmAoTzbbF4QRoPXr-X-QBkXeVpcHxIjte0y5mn_f6ZYHVsynQswOhGLJx-7hnbwt1NcTOQDQoCbum3-l8wPPP5dC6kw0tGmBQAw60nEHog=w528-h297-n-nu-rw-lo AlphaEvolve: How our Gemini-powered coding agent is scaling impact across fields Explore how AlphaEvolve's Gemini-powered algorithms are driving impact across business, infrastructure, and science. https://prismix.dev/news/9b66b2733f30 2026-05-20 monthly 0.7 https://s0.wp.com/_si/?t=eyJpbWciOiJodHRwczpcL1wvaTAud3AuY29tXC9zdHJhdGVjaGVyeS5jb21cL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMThcLzAzXC9jcm9wcGVkLWFuZHJvaWQtY2hyb21lLTUxMng1MTItMS5wbmc_Zml0PTUxMiUyQzUxMiZzc2w9MSIsInR4dCI6IlN0cmF0ZWNoZXJ5IGJ5IEJlbiBUaG9tcHNvbiIsInRlbXBsYXRlIjoiZWRnZSIsImZvbnQiOiIiLCJibG9nX2lkIjoxODgwNDM0MTV9.5VWck4PcKPWCTPe_HVznn3n3xsgn-G0b3d2OeiNNC7cMQ Microsoft Earnings, Apple Earnings Microsoft unveils its new agentic business model, and Apple confronts shortages in memory and chips even as the Mac benefits from AI. https://prismix.dev/news/ca7758ca2a2c 2026-05-20 monthly 0.7 https://prismix.dev/news/ff11c6cbce8a 2026-05-20 monthly 0.7 https://prismix.dev/news/7ad65b28e2ac 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!MR33!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa0374389-0ce7-4d8c-828c-335d3846130a_889x500.jpeg [AINews] Silicon Valley gets Serious about Services A series of announcements line up to a big theme: Services are the next big opportunity. https://prismix.dev/news/0001057cafdd 2026-05-20 monthly 0.7 https://prismix.dev/news/f9a6fe3e0b32 2026-05-20 monthly 0.7 https://prismix.dev/news/57a55fcb2055 2026-05-20 monthly 0.7 https://prismix.dev/news/0ef58dbb67f9 2026-05-20 monthly 0.7 https://prismix.dev/news/9bcec59458e9 2026-05-20 monthly 0.7 https://prismix.dev/news/831c0a854506 2026-05-20 monthly 0.7 https://images.zed.dev/blog/zed-business/thumbnail.webp 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Plus, additional notes on ads, agents, and sports rights. https://prismix.dev/news/972c9ff685f4 2026-05-20 monthly 0.7 https://prismix.dev/news/bb1cf179e77e 2026-05-20 monthly 0.7 https://prismix.dev/news/657ad4f6ce80 2026-05-20 monthly 0.7 https://prismix.dev/news/e851ee321e6a 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202604/Sally%20Slate.png?itok=regQZ1nq Making the case for curiosity-driven science President Sally Kornbluth spoke in front of a packed crowd about growing challenges to the U.S. research ecosystem as funding for America’s top research universities becomes increasingly strained. https://prismix.dev/news/381f20305159 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!S0YQ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fabf7db12-c072-4887-b686-4de7a38fa84c_680x380.jpeg [AINews] The Inference Inflection a quiet day lets us reflect on the growing implications of the inference age https://prismix.dev/news/b0caa1ec2724 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/33E6MiPrFaTJmxUV9YlSZ3/853564fb6503980552068250c1e1de24/OG-Advanced-Account-Security.png?w=1600&h=900&fit=fill Introducing Advanced Account Security Introducing Advanced Account Security: phishing-resistant login, stronger recovery, and enhanced protections to safeguard sensitive data and prevent account takeover. https://prismix.dev/news/f29beec0fc79 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202604/mit-jameel-clinic-WRING-bias.jpg?itok=XH5m_j1t Solving the “Whac-a-mole dilemma”: A smarter way to debias AI vision models A new debiasing technique called WRING avoids creating or amplifying biases that can occur with existing debiasing approaches. https://prismix.dev/news/8b7276cd935e 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/4VaLYtAwgfUg82VF32O2gz/29e25c539c638b135a2d5d080f92c76f/Goblins-SEO__1_.jpg?w=1600&h=900&fit=fill Where the goblins came from How goblin outputs spread in AI models: timeline, root cause, and fixes behind personality-driven quirks in GPT-5 behavior. https://prismix.dev/news/54a249adfe7b 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!k0If!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4a127abc-05ad-4363-8dc8-763d2a896805_1200x630.png This Is the Worst Career Decision You Can Make Right Now New research from the US Federal Reserve provides a clear answer https://prismix.dev/news/45170edbf337 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!p2CR!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6c85fd20-e409-435c-a33d-3ad29eaf4f4a_2406x1143.png Three thoughts on the Musk-OpenAI lawsuit It’s hard to root for either side, but Musk has a point. https://prismix.dev/news/56644072a066 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!rYuq!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa50660bc-66f9-4b8f-a9ac-30976e26f8e8_2048x1754.png Reiner Pope – The math behind how LLMs are trained and served It's shocking how much you can deduce about what the labs are doing from a handful of equations and a blackboard https://prismix.dev/news/3ea9b02b0083 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/AI-Factory-768x432.png Powering AI Factories with NVIDIA Enterprise Reference Architectures The next wave of enterprise productivity is being built on AI factories. 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For decades, unlocking reservoir potential has relied on experts performing essential... https://prismix.dev/news/3286b2865c88 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!dOAu!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd2b56804-a86a-4d4b-90a8-22a311899d5d_1916x821.png GPT-5.5: Capabilities and Reactions The system card for GPT-5.5 mostly told us what we expected. https://prismix.dev/news/c8407fb69048 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/378072?s=60&v=4 v2.33.0 2.33.0 (2026-04-28) Full Changelog: v2.32.0...v2.33.0 Features api: api update ( 18f834a ) Bug Fixes api: correct prompt_cache_retention enum value from in-memory to in_memory ( #1822 ) ( f9d2d13 ) Ch https://prismix.dev/news/c42916fc3811 2026-05-20 monthly 0.7 https://prismix.dev/news/7d8d8bec6715 2026-05-20 monthly 0.7 https://prismix.dev/news/83976a75ba7f 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**vLLM+v0.20.0**+introduces+significant+improvements+in+memory+and+MoE+serving+efficiency%2C+including+**TurboQuant+2-bit+KV+cache**+for+**4%C3%97+KV+capacity**+and+a+**2.1%25+latency+improvement**.+The+update+supports+multiple+hardware+platforms+like+**DeepSeek+V4+MegaMoE+on+Blackwell**%2C+Jetson+Thor%2C+ROCm%2C+Intel+XPU%2C+and+Grace-Blackwell+setups.+Early+benchmarks+show+**DeepSeek+V4+Pro**+on+**B300**+hardware+can+be+up+to+**8%C3%97+faster**+than+H200.+The+ecosystem+is+rapidly+adopting+day-0+support+for+new+open+models+such+as+**Poolside+Laguna+XS.2**%2C+**Ling-2.6-flash**%2C+and+**NVIDIA+Nemotron+3+Nano+Omni**.+%0A%0A**Poolside**+released+**Laguna+XS.2**%2C+a+**33B+total+%2F+3B+active+MoE**+coding+model+under+**Apache+2.0**%2C+capable+of+running+on+a+single+GPU%2C+with+hybrid+attention+and+FP8+KV+cache%2C+performing+near+**Qwen-3.5**.+%0A%0A**NVIDIA**+launched+**Nemotron+3+Nano+Omni**%2C+a+**30B+%2F+A3B+multimodal+MoE**+with+**256K+context**%2C+supporting+text%2C+image%2C+video%2C+audio%2C+and+documents%2C+with+immediate+distribution+across+multiple+platforms.+Discussions+highlighted+tradeoffs+in+quantization+methods+and+a+shift+away+from+CUDA+lock-in+towards+heterogeneous+accelerator+support.&type=issue&issueNumber=04&date=2026-04-28T05%3A44%3A39.731Z&companies=vllm%2Cpoolside%2Cnvidia%2Copensrouter%2Clmstudio%2Collama%2Cunsloth%2Cfal%2Cfireworks%2Cdeepinfra%2Ctogethercompute%2Cbaseten%2Ccanonical&models=vllm-0.20.0%2Cpoolside-laguna-xs.2%2Cling-2.6-flash%2Cnemotron-3-nano-omni%2Cqwen-3.5 not much happened today **vLLM v0.20.0** introduces significant improvements in memory and MoE serving efficiency, including **TurboQuant 2-bit KV cache** for **4× KV capacity** and a **2.1% latency improvement**. The update https://prismix.dev/news/df213f7580ce 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!83OB!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff9f9f0ee-3f92-4689-9d39-fd6138ac5986_1024x1248.png [AINews] ImageGen is on the Path to AGI reflecting on the continued GPT-Image-2 explosion https://prismix.dev/news/b3e64312f215 2026-05-20 monthly 0.7 https://prismix.dev/news/0ff444850a32 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/6Qdod1sP2lAXzlwaRnglBQ/95090ca1ad0eeca76034c16cb451106d/oai-aws-16x9.png?w=1600&h=900&fit=fill OpenAI models, Codex, and Managed Agents come to AWS OpenAI GPT models, Codex, and Managed Agents are now available on AWS, enabling enterprises to build secure AI in their AWS environments. https://prismix.dev/news/a15adbd33f27 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/4LxnvjduXTJ8PvsFyOinqE/cd764864719bfa914c88e34d6e9f1002/Frame-1.png?w=1600&h=900&fit=fill Our commitment to community safety Learn how OpenAI protects community safety in ChatGPT through model safeguards, misuse detection, policy enforcement, and collaboration with safety experts. https://prismix.dev/news/b2fd5485d188 2026-05-20 monthly 0.7 https://prismix.dev/news/1cb7936c713d 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 v0.20.1 What's Changed feat: SUPIR model support (CORE-17) by @kijai in #13250 Some optimizations to make Ernie inference a bit faster. by @comfyanonymous in #13472 fix: append directory type annotation to in https://prismix.dev/news/fe12f92c05d7 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/51931015?s=60&v=4 v0.20.0 vLLM v0.20.0 Highlights This release features 752 commits from 320 contributors (123 new)! DeepSeek V4 : Initial DeepSeek V4 support landed ( #40860 ), with DSML token-leakage fix in DSV4/3.2 ( #40806 https://prismix.dev/news/7007cd212831 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/121283862?s=60&v=4 v0.20.0 ComfyUI v0.20.0 https://prismix.dev/news/e6056607c5a5 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!uvwf!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fmedia%2FHG0DHiRa8AAebfp.jpg Dario Amodei, hype, AI safety, and the explosion of vibe-coded AI disasters What the AI cheerleaders don’t tell you https://prismix.dev/news/0c61307da78f 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!62l7!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8dd40335-1f83-4f70-8f87-934e4c26d1de_1916x821.png GPT 5.5: The System Card Last week, OpenAI announced GPT-5.5, including GPT-5.5-Pro. https://prismix.dev/news/b5d18c04f7f6 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/7wH8tF8d1YzMuZeMndFnWr/c123943a0c86f76376d493739abedd2a/openai-available-at-fedramp-moderate-16_9.png?w=1600&h=900&fit=fill OpenAI available at FedRAMP Moderate OpenAI is available at FedRAMP Moderate authorization for ChatGPT Enterprise and the OpenAI API, enabling secure AI adoption for U.S. federal agencies. https://prismix.dev/news/7bb2aa2b1141 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/7b074c57-7c3d-48b6-a304-2cea506b5165_800x450.avif What I've been thinking about this weekend - More open questions, intelligence vs power, the problem of verification in science, the parallel discovery of Darwinism Hodge podge of things I was thinking about this weekend. https://prismix.dev/news/9da065dd5a32 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!dbUD!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff45f0e05-4c07-4bca-956d-3621e6caab07_1254x1254.png How to Protect Your Brain From AI in 5 Minutes Cognitive self-defense for the AI era https://prismix.dev/news/785c93f56364 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/21118851?s=60&v=4 v0.20.1rc0: Add system_fingerprint field to OpenAI-compatible API responses (#40537) Co-authored-by: Claude noreply@anthropic.com https://prismix.dev/news/8a92356a4a15 2026-05-20 monthly 0.7 https://vercel.com/api/dynamic-og?title=Hobby%20projects%20now%20default%20to%2030-day%20deployment%20retention&format=changelog Hobby projects now default to 30-day deployment retention Starting April 29th, the maximum retention policy for Hobby plans will be capped at 30 days. Deployments outside your retention window will be automatically removed. This excludes your 10 most recent https://prismix.dev/news/414538245782 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/5sMBiZdiwBzV2SqR3iLo80/55329fd0accaa73127e712ac86621c6a/oai-ms-16x9.png?w=1600&h=900&fit=fill The next phase of the Microsoft OpenAI partnership OpenAI and Microsoft announce an amended agreement that simplifies the partnership, adds long-term clarity, and supports continued AI innovation at scale. https://prismix.dev/news/6aa3176356f4 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**OpenAI**+loosens+its+**Azure+exclusivity**%2C+allowing+distribution+across+**Google+TPU**%2C+**AWS+Trainium**%2C+and+**Bedrock**+with+commitments+through+**2032**+and+revenue+share+through+**2030**.+**GPT-5.5**+shows+improved+benchmarks+but+is+not+uniformly+dominant%2C+ranking+variably+across+coding%2C+document%2C+math%2C+and+vision+tasks.+GitHub%27s+**Copilot**+shifts+to+usage-based+billing+starting+June+1%2C+reflecting+increased+runtime+costs.+**OpenAI**+open-sourced+**Symphony**%2C+an+orchestration+layer+for+issue+tracking+and+Codex+agents.+**Xiaomi**+released+**MiMo-V2.5**+and+**MiMo-V2.5-Pro**%2C+large+context+models+with+up+to+**1M-token+context**+and+trillions+of+tokens+trained%2C+emphasizing+complex+agent+and+omni-modal+capabilities.+**Kimi+K2.6**+leads+OpenRouter%27s+leaderboard%2C+noted+for+coding+and+long-horizon+agent+capabilities+with+large-scale+sub-agent+coordination.&type=issue&issueNumber=04&date=2026-04-27T05%3A44%3A39.731Z&companies=openai%2Cmicrosoft%2Cgoogle%2Camazon%2Cgithub%2Cxiaomi%2Copenai-devs%2Cvllm_project%2Ckimi-moonshot&models=gpt-5.5%2Cgpt-5.4%2Copus-4.7%2Cmimo-v2.5-pro%2Cmimo-v2.5%2Ckimi-k2.6%2Ccodex%2Ccopilot not much happened today **OpenAI** loosens its **Azure exclusivity**, allowing distribution across **Google TPU**, **AWS Trainium**, and **Bedrock** with commitments through **2032** and revenue share through **2030**. **GPT https://prismix.dev/news/d6ee4ae0d1a1 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202604/MIT_Power-Estimation-01.jpg?itok=SOtY3I2x A faster way to estimate AI power consumption The “EnergAIzer” method generates reliable results in seconds, enabling data center operators to efficiently allocate resources and reduce wasted energy. https://prismix.dev/news/f9ff221789e0 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/1lLb8Tk8Ht0kZC0UzoJysb/bac9e34838a4f94afd44b1c9adfa8780/Symphony_SEO_card__1_.png?w=1600&h=900&fit=fill An open-source spec for orchestration: Symphony Learn how Symphony, an open-source spec for Codex orchestration, turns issue trackers into always-on agent systems—boosting engineering output and reducing context switching. https://prismix.dev/news/d385c9eee6da 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/2R8JZ9T70W7lgUBsjpgRCO/330ebfaf2744a03af595fdd9701d934a/oai_Choco_SEO.png?w=1600&h=900&fit=fill Choco automates food distribution with AI agents How Choco used OpenAI APIs to streamline food distribution, boost productivity, and unlock growth—an in-depth customer story on real-world AI impact. https://prismix.dev/news/1b15fef546d3 2026-05-20 monthly 0.7 https://zed.dev/api/og?title=Community%20Champion%20Spotlight%3A%20Jason%20Lee Community Champion Spotlight: Jason Lee 115 PRs, a component library, and a stunning app built with gpui. https://prismix.dev/news/1113ba57f4bd 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/sOXwMmuOREhljTDZ4gVid/e277a6d0e6364e53591ac8b9c42de068/our-principles-16_9-text.png?w=1600&h=900&fit=fill Our principles Our mission is to ensure that AGI benefits all of humanity. Sam Altman shares five principles that guide our work. https://prismix.dev/news/b64cc6017520 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!ICSA!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff73baf75-34a0-46e8-8452-7cccd7481ba9_1156x730.png [AINews] DeepSeek V4 Pro (1.6T-A49B) and Flash (284B-A13B), Base and Instruct — runnable on Huawei Ascend chips The prodigal Tiger returns... but is no longer the benchmarks leader. https://prismix.dev/news/4d073e0079fc 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/ai-model-representation-2-768x432.png Build with DeepSeek V4 Using NVIDIA Blackwell and GPU-Accelerated Endpoints DeepSeek just launched its fourth generation of flagship models with DeepSeek-V4-Pro and DeepSeek-V4-Flash, both targeted at enabling highly efficient... https://prismix.dev/news/05fae1d85caf 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!LeV_!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9f2458d5-3845-4f92-9abb-0244c2db1132_7960x4141.png Weekly Top Picks #119 SpaceX + Cursor + Mistral / Jensen v Jensen / The job AI can't take / GPT-5.5 and ChatGPT Images 2.0 / An anti-grammar app / Terence Tao on the future https://prismix.dev/news/becf617ea3a7 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202604/MIT-MathNet.jpg?itok=-PPhyeth MIT scientists build the world’s largest collection of Olympiad-level math problems, and open it to everyone New dataset of 30,000-plus competition math problems from 47 countries gives AI researchers a harder test — and students worldwide a better training ground. https://prismix.dev/news/10e303901dc1 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/a7d14f96-c3aa-4305-bdc2-27c509bdbedc_1400x923.jpeg Blog prize for the big questions about AI The not-so-secret point of this whole contest is so that I can hire a researcher https://prismix.dev/news/849dbccc0c4d 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2023/06/connected-healthcare-facilities-graphic.jpg Federated Learning Without the Refactoring Overhead Using NVIDIA FLARE Federated learning (FL) is no longer a research curiosity—it’s a practical response to a hard constraint: the most valuable data is often the least movable.... https://prismix.dev/news/b07671b841c7 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!KtPT!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F271b43be-2755-4a61-b0ad-b964a23de847_900x584.jpeg Monthly Roundup #41: April 2025 AI continue to accelerate and dominate the schedule, which is why this is a bit late, but we do occasionally need to pay our respects to the Goddess of Everything Else. https://prismix.dev/news/c847e2461c12 2026-05-20 monthly 0.7 https://prismix.dev/news/8c274f50343f 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=DeepSeek+v4&description=**DeepSeek-V4**+technical+release+features+a+**1.6T-parameter+MoE+with+49B+active+parameters**+and+**1M-token+context**%2C+showcasing+hybrid+attention+and+compressed+KV+schemes+for+major+memory+reductions.+It+ranks+as+the+**%232+open-weights+reasoning+model**+behind+**Kimi+K2.6**+but+has+a+high+hallucination+rate+and+higher+serving+costs.+Hardware-model+co-design+is+emphasized%2C+with+**NVIDIA+Blackwell+Ultra**+delivering+**150%2B+TPS%2Fuser**+and+support+for+FP4+and+FP8+quantization+enabling+deployment+on+single+nodes.+Positioning+among+open+Chinese+models+is+competitive+with+**GLM-5.1**+and+**Xiaomi+MiMo+V2.5+Pro**.+Meanwhile%2C+**OpenAI+launched+GPT-5.5+and+GPT-5.5+Pro+APIs**+with+a+**1M+context+window**%2C+focusing+on+improved+long-running+workflows+and+token+efficiency%2C+quickly+integrated+into+tools+like+**GitHub+Copilot**+and+**Cursor**.+*%22GPT-5.5+handles+complex%2C+tool-heavy%2C+ambiguous+workflows+with+fewer+retries%2C%22*+highlighting+rapid+distribution+and+agent+integration.&type=issue&issueNumber=04&date=2026-04-24T05%3A44%3A39.731Z&companies=deepseek%2Cnvidia%2Copenai%2Clambdaapi%2Ctogethercompute%2Cxiaomi&models=deepseek-v4%2Cdeepseek-v4-pro%2Cdeepseek-v4-flash%2Ckimi-k2.6%2Cglm-5.1%2Cxiaomi-mimo-v2.5-pro%2Cgpt-5.5%2Cgpt-5.5-pro DeepSeek v4 **DeepSeek-V4** technical release features a **1.6T-parameter MoE with 49B active parameters** and **1M-token context**, showcasing hybrid attention and compressed KV schemes for major memory reductio https://prismix.dev/news/02f30bda6a56 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!0uGP!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2f9f5845-e1e6-497a-9bed-f6457169247c_2048x684.png [AINews] GPT 5.5 and OpenAI Codex Superapp Spud lives! https://prismix.dev/news/4e3e68c9d49e 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!3sbI!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb8d9e427-a793-48c8-bdbb-2f573a218940_4096x1368.jpeg 📅 Apr 23: OpenAI's Week: GPT-5.5, GPT-Image-2, Codex CUA + Chronicle, + Claude Design, Kimi K2.6, Qwen 3.6-27B From Weights & Biases, what an intense week, that's fully dominated by OpenAI, a new top LLM (5.5), a new top Image Gen (imagev2) and tons of codex releases + Claude Design and a bunch of open source https://prismix.dev/news/d938af530bae 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/121283862?s=60&v=4 v0.19.5 ComfyUI v0.19.5 https://prismix.dev/news/54cd8015acf0 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/378072?s=60&v=4 v0.97.0 0.97.0 (2026-04-23) Full Changelog: v0.96.0...v0.97.0 Features api: CMA Memory public beta ( fc30ebe ) Bug Fixes api: fix errors in api spec ( f946de8 ) api: restore missing features ( 72212ab ) Perfo https://prismix.dev/news/7686e66f5d52 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/agentic-ai-768x432.jpg Winning a Kaggle Competition with Generative AI–Assisted Coding In March 2026, three LLM agents generated over 600,000 lines of code, ran 850 experiments, and helped secure a first-place finish in a Kaggle playground... https://prismix.dev/news/d21d13ff6b5d 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!hesI!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2c591570-ee4a-4107-a9d1-b167d3f4a64a_1484x1060.png Sign of the future: GPT-5.5 One impressive step on the curve https://prismix.dev/news/a28033b82077 2026-05-20 monthly 0.7 https://prismix.dev/news/1ba97274eace 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!M_k0!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F212437b9-b9d5-4922-a71a-dc0b8380b05d_661x900.jpeg AI #165: In Our Image This was the week of Claude Opus 4.7. https://prismix.dev/news/dfe7e0c6ff39 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/2Bh47W4cA48dvG5FbDtNQH/5897109fb0de6fc3125c0c35c4f60001/Hero_Art_Card_16x9.jpg?w=1600&h=900&fit=fill Introducing GPT-5.5 Introducing GPT-5.5, our smartest model yet—faster, more capable, and built for complex tasks like coding, research, and data analysis across tools. https://prismix.dev/news/a07eb39dec04 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/4qBEDs71GX4NIuRrjXfZpA/8e5c587702a354616d4d99b1489a49b1/System_Card_Card_SEO_16x9.jpg?w=1600&h=900&fit=fill GPT-5.5 System Card April 23, 2026 Safety Publication GPT‑5.5 System Card Read the System Card (opens in a new window) 1. Introduction GPT‑5.5 is a new model designed for complex, real-world work, including writing code, https://prismix.dev/news/277cf65bf8c8 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/7v5h6Z00V6Tt9XQW2AVW62/4ec32f6ad895b9fb038c46ab27b10067/Academy-SEO.png?w=1600&h=900&fit=fill Plugins and skills Learn how to use Codex plugins and skills to connect tools, access data, and follow repeatable workflows to automate tasks and improve results. https://prismix.dev/news/533227aa4391 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/7v5h6Z00V6Tt9XQW2AVW62/4ec32f6ad895b9fb038c46ab27b10067/Academy-SEO.png?w=1600&h=900&fit=fill Top 10 uses for Codex at work Explore 10 practical Codex use cases to automate tasks, create deliverables, and turn real inputs into outputs across tools, files, and workflows. https://prismix.dev/news/9fab69c8c968 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/7v5h6Z00V6Tt9XQW2AVW62/4ec32f6ad895b9fb038c46ab27b10067/Academy-SEO.png?w=1600&h=900&fit=fill Automations Learn how to automate tasks in Codex using schedules and triggers to create reports, summaries, and recurring workflows without manual effort. https://prismix.dev/news/34f009d107cc 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/7v5h6Z00V6Tt9XQW2AVW62/4ec32f6ad895b9fb038c46ab27b10067/Academy-SEO.png?w=1600&h=900&fit=fill What is Codex? Learn how Codex helps you go beyond chat by automating tasks, connecting tools, and producing real outputs like docs and dashboards. https://prismix.dev/news/0bd514e3244e 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/7v5h6Z00V6Tt9XQW2AVW62/4ec32f6ad895b9fb038c46ab27b10067/Academy-SEO.png?w=1600&h=900&fit=fill How to get started with Codex Learn how to get started with Codex by setting up projects, creating threads, and completing your first tasks with step-by-step guidance. https://prismix.dev/news/72f200cf8d8a 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/7v5h6Z00V6Tt9XQW2AVW62/4ec32f6ad895b9fb038c46ab27b10067/Academy-SEO.png?w=1600&h=900&fit=fill Codex settings Learn how to configure Codex settings, including personalization, detail level, and permissions, to run tasks smoothly and customize your workflow. https://prismix.dev/news/40d5894d1daf 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/7v5h6Z00V6Tt9XQW2AVW62/4ec32f6ad895b9fb038c46ab27b10067/Academy-SEO.png?w=1600&h=900&fit=fill Working with Codex Learn how to set up your Codex workspace, create threads and projects, manage files, and start completing tasks with step-by-step guidance. https://prismix.dev/news/88eb1d49af65 2026-05-20 monthly 0.7 https://prismix.dev/news/8dcc3975e7d5 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=GPT+5.5&description=**OpenAI+launched+GPT-5.5**+as+its+new+flagship+model+for+%22real+work+and+powering+agents%2C%22+immediately+available+in+ChatGPT+and+Codex+but+with+delayed+API+access+due+to+enhanced+safety+requirements.+The+model+features+improved+token+efficiency+and+supports+longer+multi-step+execution+with+tool+use+and+self-checking.+Pricing+is+set+at+**%245%2F%2430+per+million+tokens+for+GPT-5.5**+and+**%2430%2F%24180+for+GPT-5.5+Pro**%2C+roughly+double+the+cost+of+GPT-5.4.+The+release+includes+significant+Codex+upgrades+such+as+browser+control%2C+document+handling%2C+and+OS-wide+dictation.+Early+reactions+are+mixed+but+generally+positive%2C+noting+improvements+in+coding+and+long-horizon+tasks%2C+though+some+benchmarks+show+incremental+gains+and+hallucination+issues+persist.+Third-party+ecosystem+support+like+Hermes+Agent+integration+appeared+quickly.&type=issue&issueNumber=04&date=2026-04-23T05%3A44%3A39.731Z&companies=openai%2Cscaling01%2Canthropic%2Cteknium&models=gpt-5.5%2Cgpt-5.4%2Cgpt-5.5-pro GPT 5.5 **OpenAI launched GPT-5.5** as its new flagship model for "real work and powering agents," immediately available in ChatGPT and Codex but with delayed API access due to enhanced safety requirements. T https://prismix.dev/news/afb716a2daff 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!4_2l!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb2b6f77-150d-4fb4-a74a-259318cba0dd_1698x1172.png [AINews] Tasteful Tokenmaxxing a quiet day lets us reflect on the top conversation that AI leaders are having everywhere. https://prismix.dev/news/d2f04a645a93 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/3dibW4TSEOQpjByxBjnpr2/8cefbfd6ae3b56e540fbd8e54fabbc64/Frame__16_.png?w=1600&h=900&fit=fill GPT-5.5 Bio Bug Bounty Explore the GPT-5.5 Bio Bug Bounty: a red-teaming challenge to find universal jailbreaks for bio safety risks, with rewards up to $25,000. https://prismix.dev/news/a462f03b0ef4 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/Sparse-Deep-Learning-e1774302337562-768x431.webp Simplify Sparse Deep Learning with Universal Sparse Tensor in nvmath-python In a previous post, we introduced the Universal Sparse Tensor (UST), enabling developers to decouple a tensor’s sparsity from its memory layout for greater... https://prismix.dev/news/4b8917b825c7 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!wbx8!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fed6f2b04-b897-40ae-a9fa-3895a52bf381_1024x559.jpeg Opus 4.7 Part 3: Model Welfare It is thanks to Anthropic that we get to have this discussion in the first place. https://prismix.dev/news/c2b3fbcb83c2 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/nvidia-blackwell-gpu-768x432.png Scaling the AI-Ready Data Center with NVIDIA RTX PRO 4500 Blackwell Server Edition and NVIDIA vGPU 20 AI integration is redefining mainstream enterprise applications, from productivity software like Microsoft Office to more complex design and engineering tools.... https://prismix.dev/news/7ca7199efe1a 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2024/07/stacked-geometric-shapes-1-768x432.jpg Advancing Emerging Optimizers for Accelerated LLM Training with NVIDIA Megatron Higher-order optimization algorithms such as Shampoo have been effectively applied in neural network training for at least a decade. These methods have achieved... https://prismix.dev/news/0135fe82d9bd 2026-05-20 monthly 0.7 https://prismix.dev/news/3ab6ebe4ec35 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202604/mit-csail-reinforcement.jpg?itok=7eH81sq- Teaching AI models to say “I’m not sure” A new training method improves the reliability of AI confidence estimates without sacrificing performance, addressing a root cause of hallucination in reasoning models. https://prismix.dev/news/4383e7d94191 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!oonk!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6b2ff218-91fb-4b42-a216-00a9454311b2_1536x1024.png ChatGPT doesn’t know its whisk from its elbow Medical illustrators can rest easy https://prismix.dev/news/8cad933a121d 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/3K1xu2uaPseQ2Zk6CbuLgc/268ce2e65a514126104c1b6550db955b/SEO.png?w=1600&h=900&fit=fill Making ChatGPT better for clinicians OpenAI makes ChatGPT for Clinicians free for verified U.S. physicians, nurse practitioners, and pharmacists, supporting clinical care, documentation, and research. https://prismix.dev/news/a22b5ec1726e 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!NG-h!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffc5437e6-0199-47a1-a659-44104156ce50_1536x1024.png ChatGPT's “powerful new image engine” Regurgitating ≠ understanding https://prismix.dev/news/8f555fe918e1 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/4OePmYEOLzZNcxVLLd9pMH/cc16f505aa589ef72ef3c1c265705727/SEO.png?w=1600&h=900&fit=fill Speeding up agentic workflows with WebSockets in the Responses API A deep dive into the Codex agent loop, showing how WebSockets and 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not much happened today **Alibaba** released **Qwen3.6-27B**, a dense, Apache 2.0 open coding model with thinking and non-thinking modes, outperforming the larger Qwen3.5-397B-A17B on multiple coding benchmarks including SWE https://prismix.dev/news/91cd27bbf10b 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/121283862?s=60&v=4 v0.19.4 ComfyUI v0.19.4 https://prismix.dev/news/3b331ba5626c 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!Y-b3!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd187fe49-1184-477d-84b8-cbe7d502356e_2188x1604.png [AINews] OpenAI launches GPT-Image-2 with Cursor getting a $10B contract with xAI and a right to acquire for $60B. https://prismix.dev/news/3efc4342b784 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/9wR7uKQ9cCyJSZcN9PJCb/c42551ed6a31a9be9ada24fed80a862a/SEO-Introducing-OpenAi-Filter.png?w=1600&h=900&fit=fill Introducing OpenAI Privacy Filter 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https://news.smol.ai/api/og?title=GPT-Image-2&description=**OpenAI**+launched+**GPT-Image-2**%2C+enhancing+image+generation+with+improved+text+rendering%2C+layout+fidelity%2C+editing%2C+multilingual+support%2C+and+%22thinking%22+capabilities.+It+supports+generating+slides%2C+infographics%2C+diagrams%2C+UI+mockups%2C+and+QR+codes%2C+and+integrates+with+tools+like+**Figma**%2C+**Canva**%2C+**Adobe+Firefly**%2C+and+**Hermes+Agent**.+Benchmarks+show+GPT-Image-2+leads+image+generation+tasks+with+a+%2B242+Elo+advantage.+**Hugging+Face**+released+**ml-intern**%2C+an+open-source+agent+automating+post-training+research+loops%2C+improving+scientific+reasoning+and+healthcare+benchmarks+significantly.+**Hermes**+is+evolving+into+a+richer+local%2Fopen+agent+platform+with+enhanced+multi-process+orchestration+capabilities.&type=issue&issueNumber=04&date=2026-04-21T05%3A44%3A39.731Z&companies=openai%2Chugging-face%2Cfigma%2Ccanva%2Cadobe%2Cnous-research&models=gpt-image-2%2Cqwen3-1.7b%2Ccodex GPT-Image-2 **OpenAI** launched **GPT-Image-2**, enhancing image generation with improved text rendering, layout fidelity, editing, multilingual support, and "thinking" capabilities. It supports generating slides https://prismix.dev/news/7730671b9141 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/51931015?s=60&v=4 v0.19.1 This is a patch release on top of v0.19.0 with Transformers v5.5.3 upgrade and bug fixes for Gemma4: Update to transformers v5 ( #30566 ) [Bugfix] Fix invalid JSON in Gemma 4 streaming tool calls by s https://prismix.dev/news/1b257354b88b 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/6vVWsdD8Je8NBRf5rzcKgO/627fd8bf52395077f3ed200aaeb615b9/Frame.png?w=1600&h=900&fit=fill Scaling Codex to enterprises worldwide OpenAI launches Codex Labs, partners with with Accenture, PwC, Infosys, and others to help enterprises deploy and scale Codex across the software development lifecycle, and hits 4M Codex WAU. https://prismix.dev/news/d674facf95f5 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/Robotics-Jetson-OSS-768x432.png Maximizing Memory Efficiency to Run Bigger Models on NVIDIA Jetson The boom in open source generative AI models is pushing beyond data centers into machines operating in the physical world. Developers are eager to deploy these... https://prismix.dev/news/3adba36cab5a 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/RL-FP8-e1776716106922-768x432.webp Run High-Throughput Reinforcement Learning Training with End-to-End FP8 Precision As LLMs transition from simple text generation to complex reasoning, reinforcement learning (RL) plays a central role. Algorithms like Group Relative Policy... https://prismix.dev/news/424cf6cb40fc 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/707c69ea-fa59-4eba-8034-25b0af9b5443_3182x1790.png Reading today's open-closed performance gap The complex factors that determine the single evaluation number so many focus on. Plus, how this changes in the future. https://prismix.dev/news/b1559874ea76 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!WY26!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff3b82d2f-a19e-47f1-9bb7-d0e0c2c6a162_1344x896.png How to Stand Out When Everyone Uses AI No one is safe from this deadly trap https://prismix.dev/news/f0b73109d423 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/agentic-ai-768x432.jpg Mitigating Indirect AGENTS.md Injection Attacks in Agentic Environments AI tools are significantly accelerating software development and changing how developers work with code. These tools serve as real-time copilots, automating... https://prismix.dev/news/bd8f031fc47e 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!MiKJ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F11432e3b-df84-43d8-9898-b00d266024af_1792x2400.jpeg Opus 4.7 Part 1: The Model Card Less than a week after completing coverage of Claude Mythos, here we are again as Anthropic gives us Claude Opus 4.7. https://prismix.dev/news/d2f757ea8858 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!3yYS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258.png Import AI 454: Automating alignment research; safety study of a Chinese model; HiFloat4 At what point do the financial markets price in the singularity? https://prismix.dev/news/35c748685f00 2026-05-20 monthly 0.7 https://prismix.dev/news/8c1935ebd5ee 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**Moonshot%27s+Kimi+K2.6**+is+a+major+open-weight+**1T-parameter+MoE**+model+featuring+**32B+active+parameters**%2C+**384+experts**%2C+**MLA+attention**%2C+**256K+context+window**%2C+native+multimodality%2C+and+**INT4+quantization**.+It+supports+day-0+integration+with+platforms+like+**vLLM**%2C+**OpenRouter**%2C+**Cloudflare+Workers+AI**%2C+and+others%2C+showcasing+state-of-the-art+performance+on+benchmarks+such+as+**HLE+w%2F+tools+54.0**%2C+**SWE-Bench+Pro+58.6**%2C+and+**Math+Vision+w%2F+python+93.2**.+The+model+excels+in+**long-horizon+execution**+with+over+**4%2C000+tool+calls**%2C+**12%2B+hour+continuous+runs**%2C+and+**300+parallel+sub-agents**.+Meanwhile%2C+**Alibaba%27s+Qwen3.6-Max-Preview**+previewed+enhanced+**agentic+coding**%2C+improved+world+knowledge%2C+and+instruction+following%2C+with+notable+performance+on+**AIME+2026+%2315**+and+ranking+in+**Code+Arena**.+**Hermes+Agent**+is+rapidly+expanding+its+ecosystem%2C+surpassing+**100K+GitHub+stars**+and+integrating+with+tools+like+**Ollama**+and+**Copilot+CLI**%2C+while+pioneering+advanced+multi-agent+orchestration+techniques+such+as+**stateless+ephemeral+units**%2C+**LLM-driven+replanning**%2C+and+**dynamic+context+injection**.+These+developments+highlight+the+competitive+momentum+of+Chinese+open+and+semi-open+labs+in+coding+and+agent+models.&type=issue&issueNumber=04&date=2026-04-20T05%3A44%3A39.731Z&companies=moonshot%2Calibaba%2Cvllm%2Copenrouter%2Ccloudflare%2Cbaseten%2Cmlx%2Cnous-research%2Copencode%2Collama&models=kimi-k2.6%2Cqwen-3.6-max-preview not much happened today **Moonshot's Kimi K2.6** is a major open-weight **1T-parameter MoE** model featuring **32B active parameters**, **384 experts**, **MLA attention**, **256K context window**, native multimodality, and * https://prismix.dev/news/24cb1873b9d2 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/1MeERIeoNc82SnZJ2iRVos/58f1b56cd3df77da092ed3ef877e5bf7/Frame__2_.png?w=1600&h=900&fit=fill OpenAI helps Hyatt advance AI among colleagues Hyatt deploys ChatGPT Enterprise across its global workforce, using GPT-5.4 and Codex to improve productivity, operations, and guest experiences. https://prismix.dev/news/e9f89571e882 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/43071df5-b297-42f2-b875-36915f5e33a2_1826x1020.png My Workflow for Understanding LLM Architectures A learning-oriented workflow for understanding new open-weight model releases https://prismix.dev/news/4eafbaca8ac0 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/215205492?s=60&v=4 v0.19.2rc0: [Bugfix] Fix k_proj's bias for GLM-ASR (#40160) Signed-off-by: Rishapveer Singh singhrishapveer@gmail.com https://prismix.dev/news/b29bbc94553a 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/inference-press-dynamo-gtc26-4960950-1920x1080-1-768x432.png Full-Stack Optimizations for Agentic Inference with NVIDIA Dynamo Coding agents are starting to write production code at scale. Stripe’s agents generate 1,300+ PRs per week. Ramp attributes 30% of merged PRs to agents.... https://prismix.dev/news/001802be3e03 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/fb0db8aa-aa6f-4200-9654-a487bdf0e1c8_1067x992.png Why You Can’t Trust Anthropic Anymore The non-democratic era of AI has started https://prismix.dev/news/b5d26fd395ca 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 v0.19.3 What's Changed nodes_textgen: Implement use_default_template for LTX by @rattus128 in #13451 fix(api-nodes): corrected StabilityAI price badges by @bigcat88 in #13454 [Partner Nodes] add new "arrow-1. https://prismix.dev/news/c7de363c6b7a 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/Claw-DGX-Spark.webp Build a More Secure, Always-On Local AI Agent with OpenClaw and NVIDIA NemoClaw Agents are evolving from question-and-answer systems into long-running autonomous assistants that read files, call APIs, and drive multi-step workflows.... https://prismix.dev/news/63152ce0feb7 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 v0.19.2 What's Changed Fix OOM regression in _apply() for quantized models during inference by @jkyamog in #13372 Add a way to disable default template in text gen node. by @comfyanonymous in #13424 Use Ernie https://prismix.dev/news/5c3c604f859c 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/image8.gif Accelerate Clean, Modular, Nuclear Reactor Design with AI Physics The development of socially acceptable nuclear reactors requires that they are safe, clean, efficient, economical, and sustainable. Meeting these requirements... https://prismix.dev/news/218fc5581e8b 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202604/mit-Edgerton-Award-Brett-McGuire-Jacob-Andreas.jpg?itok=m8C4mGM- Jacob Andreas and Brett McGuire named Edgerton Award winners The associate professors of EECS and chemistry, respectively, are honored for exceptional contributions to teaching, research, and service at MIT. https://prismix.dev/news/499bb728e67c 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!O2Cg!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e89e2a4-34e2-4606-b455-c108973e1bc5_941x869.png AI #164: Pre Opus This is a day late because, given the discourse around Dwarkesh Patel’s interview with Jensen Huang, I pushed the weekly to Friday. https://prismix.dev/news/080a6982e176 2026-05-20 monthly 0.7 https://cdn.stackoverflow.co/images/jo7n4k8s/production/e35a0c5eb319e7928c9ac0a2c2c782d29e644876-3120x1640.png?rect=0,1,3120,1638&w=1200&h=630&auto=format No country left behind with sovereign AI Ryan welcomes Stephen Watt, distinguished engineer and VP of Red Hat’s Office of the CTO, to chat about digital sovereignty and sovereign AI. https://prismix.dev/news/8a3cd2624ac3 2026-05-20 monthly 0.7 https://prismix.dev/news/e71f0d9a4117 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**Anthropic**+launched+**Claude+Design**%2C+a+prototyping+tool+powered+by+**Claude+Opus+4.7**%2C+targeting+design+workflows+and+competing+with+**Figma**+and+others.+Benchmarks+show+**Opus+4.7**+leading+in+coding+and+text+tasks%2C+with+improved+efficiency+and+adaptive+reasoning%2C+though+early+user+feedback+noted+some+regressions+and+stability+issues.+Discussions+highlighted+its+cost-efficiency+and+agentic+capabilities+compared+to+**Gemini+3.1+Pro**+and+**GPT-5.4**.+Meanwhile%2C+**OpenAI**%27s+Codex+updates+introduced+advanced+computer-use+features+enabling+fast%2C+agentic+control+of+desktop+apps+and+enterprise+software%2C+signaling+progress+toward+practical+AGI-like+agents.&type=issue&issueNumber=04&date=2026-04-17T05%3A44%3A39.731Z&companies=anthropic%2Copenai&models=claude-opus-4.7%2Cgemini-3.1-pro%2Cgpt-5.4%2Cclaude-code%2Ccodex not much happened today **Anthropic** launched **Claude Design**, a prototyping tool powered by **Claude Opus 4.7**, targeting design workflows and competing with **Figma** and others. Benchmarks show **Opus 4.7** leading in https://prismix.dev/news/00f5e0842294 2026-05-20 monthly 0.7 https://prismix.dev/news/f641cca8cf93 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202604/MIT-OpenProteinAI-01-press.jpg?itok=N8YxGz9v Bringing AI-driven protein-design tools to biologists everywhere Founded by Tristan Bepler PhD ’20 and former MIT professor Tim Lu PhD ’07, OpenProtein.AI offers researchers open-source models and other tools for protein engineering. https://prismix.dev/news/30d5ae2f1514 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!q5PL!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f793654-5f6f-4c9c-b787-a13d026fc643_1080x1080.jpeg April 16 - Codex uses your mac in the background, Opus 4.7 release not quite Mythos + 3 interviews From Weights & Biases - 3 interviews, 3 Breaking news (Opus 4.7 and Codex Computer use) + a discussion about ZL Continuums among the cohosts. Let us catch you up! https://prismix.dev/news/41321fd4a1b6 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!mbEh!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F69fcfbba-631a-4ca4-bdc4-f27ff51711c5_1853x933.png On Dwarkesh Patel's Podcast With Nvidia CEO Jensen Huang Some podcasts are self-recommending on the ‘yep, I’m going to be breaking this one down’ level. https://prismix.dev/news/669892a89728 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/robotics-key-visual-metropolis-deepstream-gtc26-abstract-code-r2_1920x1080-768x432.png How to Build Vision AI Pipelines Using NVIDIA DeepStream Coding Agents Developing real-time vision AI applications presents a significant challenge for developers, often demanding intricate data pipelines, countless lines of code,... https://prismix.dev/news/bbd535ddb769 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/378072?s=60&v=4 v0.96.0 0.96.0 (2026-04-16) Full Changelog: v0.95.0...v0.96.0 Features api: add claude-opus-4-7, token budgets and user_profiles ( 0aa2a0d ) Chores ci: remove release-doctor workflow ( 1d9add3 ) https://prismix.dev/news/e6092a3e394e 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 v0.19.1 What's Changed Fix issue with ernie image. by @comfyanonymous in #13393 Make text generation work with ministral model. by @comfyanonymous in #13395 [Partner Nodes] add Sonilo Audio nodes by @bigcat88 https://prismix.dev/news/20e34cbfb714 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/3kzRaZHk3LsNCB1rF3btFd/f210774dba646ae91ead20a46d89d364/Codex_Blog_SEO.png?w=1600&h=900&fit=fill Codex for (almost) everything The updated Codex app for macOS and Windows adds computer use, in-app browsing, image generation, memory, and plugins to accelerate developer workflows. https://prismix.dev/news/14fb5edd6c5a 2026-05-20 monthly 0.7 https://prismix.dev/news/a46acf7b0648 2026-05-20 monthly 0.7 https://prismix.dev/news/7508d253f64c 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=Anthropic%27s+Claude+Opus+4.7&description=**Anthropic**+launched+**Claude+Opus+4.7**%2C+its+most+capable+Opus+model+yet%2C+featuring+stronger+coding+and+agentic+performance%2C+a+new+tokenizer%2C+and+improved+long-context+handling+with+a+new+**xhigh**+reasoning+tier.+Benchmarks+show+substantial+gains%2C+including+**SWE-bench+Pro+64.3%25**%2C+**SWE-bench+Verified+87.6%25**%2C+and+**TerminalBench+69.4%25**%2C+with+top+rankings+on+**Vals+Index**+and+**GDPval-AA**.+Technical+changes+include+a+new+tokenizer+and+increased+image+input+resolution+to+**3.75MP**.+Some+long-context+benchmarks+showed+mixed+results%2C+with+a+shift+in+focus+from+MRCR+to+Graphwalks.+Adoption+was+rapid+across+tools+like+**Cursor**%2C+**VS+Code**%2C+**Replit+Agent**%2C+and+**Perplexity**.+Meanwhile%2C+**OpenAI**+expanded+**Codex**+into+a+broader+computer+agent+with+Mac+computer+use%2C+in-app+browser%2C+image+generation%2Fediting%2C+90%2B+plugins%2C+multi-terminal+support%2C+SSH+remote+devbox+access%2C+and+richer+file+previews.+A+new+vertical+life-sciences+model%2C+**GPT-Rosalind**%2C+was+also+introduced.&type=issue&issueNumber=04&date=2026-04-16T05%3A44%3A39.731Z&companies=anthropic%2Copenai%2Ccursor%2Creplit%2Cperplexity-ai%2Cmicrosoft&models=claude-opus-4.7%2Ccodex%2Cgpt-rosalind Anthropic's Claude Opus 4.7 **Anthropic** launched **Claude Opus 4.7**, its most capable Opus model yet, featuring stronger coding and agentic performance, a new tokenizer, and improved long-context handling with a new **xhigh** https://prismix.dev/news/0a6614c4f619 2026-05-20 monthly 0.7 https://prismix.dev/news/078f0d540d88 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/47Nrk4vhqfDQphKzpWC3Ha/42dcbf0138bdf0e4fe78196319bccb79/OAI_GPT-Rosaling_SEO_16x9_Alt.png?w=1600&h=900&fit=fill Introducing GPT-Rosalind for life sciences research OpenAI introduces GPT-Rosalind, a frontier reasoning model built to accelerate drug discovery, genomics analysis, protein reasoning, and scientific research workflows. https://prismix.dev/news/23624d66f30a 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/4hK2DQi0MqpfunuyxXVAJ5/073a23b101df957f25f8df7edab62f1c/accelerating-cyber-defense-ecosystem-16x9.png?w=1600&h=900&fit=fill Accelerating the cyber defense ecosystem that protects us all Leading security firms and enterprises join OpenAI’s Trusted Access for Cyber, using GPT-5.4-Cyber and $10M in API grants to strengthen global cyber defense. https://prismix.dev/news/cb7c3dfa3eb0 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/378072?s=60&v=4 v2.32.0 2.32.0 (2026-04-15) Full Changelog: v2.31.0...v2.32.0 Features api: Add detail to InputFileContent ( 60de21d ) api: add OAuthErrorCode type ( 0c8d2c3 ) client: add event handler implementation for web https://prismix.dev/news/1ecc16878f3a 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!hv8b!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F24d91c74-95f6-4ecd-8995-cc7a2ddf1592_1504x1191.png Peak absurdity, Part II You can’t make this up https://prismix.dev/news/e683a159f3f0 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!LuvY!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1739d732-4631-4246-a286-b6fe2622d028_1248x832.jpeg What the Studies Say About How AI Affects Your Brain: A (Very Big) Compilation The entire literature clearly points to a single surprising finding https://prismix.dev/news/0911a48b408e 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/8be08b29-d70a-43f3-8422-6b952816ddab_3182x1790.png My bets on open models, mid-2026 What I expect to come next and why, focused on the open-closed gap. https://prismix.dev/news/2667c9aefba0 2026-05-20 monthly 0.7 https://prismix.dev/news/cee598aa0576 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!zzZ4!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F04482265-02da-41e3-b226-849ccc446495_1920x1920.webp Claude Code, Codex and Agentic Coding #7: Auto Mode As we all try to figure out what Mythos means for us down the line, the world of practical agentic coding continues, with the latest array of upgrades. https://prismix.dev/news/d445780e74d7 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!QpJ5!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5e801a3e-5563-40fc-ba70-4af569d80647_555x772.png What I learned this week - Pretraining parallelisms, Can distillation be stopped, Mythos and the cybersecurity equilibrium, Pipeline RL, On why pretraining runs fails April 15, 2025 https://prismix.dev/news/fed43cb2b22e 2026-05-20 monthly 0.7 https://cdn.stackoverflow.co/images/jo7n4k8s/production/751dae65e9dfa3fa920e2e69dd68f6a3b9970f5b-12000x6293.jpg?rect=7,0,11987,6293&w=1200&h=630&auto=format Human input needed: take our survey on AI agents Are you still "human-in-the-loop," or have you moved to "human-on-the-loop," overseeing a bot that’s doing the driving? https://prismix.dev/news/9ddd90b6d253 2026-05-20 monthly 0.7 https://cdn.stackoverflow.co/images/jo7n4k8s/production/f7b32a49526997128d714762898f836e026f573f-12000x6300.jpg?w=1200&h=630&auto=format Why AI hasn't replaced human expertise—and what that means for your SaaS stack The most valuable AI tools in your enterprise stack do more than generate answers. They help developers determine which answers to trust. https://prismix.dev/news/1ecdad90bfb4 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/41RxFM3sjs7BInenm8rsOt/f65ac2f0bce5b701dc61051ca7e58453/Agents_SDK__SEO_Card.png?w=1600&h=900&fit=fill The next evolution of the Agents SDK OpenAI updates the Agents SDK with native sandbox execution and a model-native harness, helping developers build secure, long-running agents across files and tools. https://prismix.dev/news/8f913d8b17f5 2026-05-20 monthly 0.7 https://prismix.dev/news/f4376757819d 2026-05-20 monthly 0.7 https://prismix.dev/news/b5b8d2845fc7 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**OpenAI**+expanded+its+Agents+SDK+by+separating+the+agent+harness+from+compute%2Fstorage%2C+enabling+long-running%2C+durable+agents+with+features+like+file%2Fcomputer+use%2C+skills%2C+memory%2C+and+compaction.+The+harness+is+now+open-source+and+supports+execution+via+partner+sandboxes%2C+fostering+a+new+ecosystem+with+integrations+from+**Cloudflare**%2C+**Modal**%2C+**Vercel**%2C+and+others.+**Cloudflare**+launched+**Project+Think**%2C+a+next-gen+Agents+SDK+with+durable+execution+and+sandboxed+code%2C+alongside+**Agent+Lee**%2C+a+prompt-driven+UI+agent+using+sandboxed+TypeScript%2C+and+introduced+real-time+voice+pipelines+and+browser+automation+tools.+**Hermes+Agent**+focuses+on+persistent+skill+formation+by+learning+from+completed+workflows%2C+positioning+itself+as+a+professional+agent+distinct+from+GUI-first+assistants+like+OpenClaw.+*%22Hermes+autonomously+backfills+tracking+data%2C+updates+cron+jobs%2C+and+saves+workflows+as+reusable+skills%2C%22*+highlighting+its+advanced+workflow+management+capabilities.&type=issue&issueNumber=04&date=2026-04-15T05%3A44%3A39.731Z&companies=openai%2Ccloudflare%2Cmodal%2Cvercel not much happened today **OpenAI** expanded its Agents SDK by separating the agent harness from compute/storage, enabling long-running, durable agents with features like file/computer use, skills, memory, and compaction. The https://prismix.dev/news/9153b25c38f7 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!Bv0Q!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe2d8ba64-922d-4000-9d57-12cb5524a238_1200x675.jpeg What I’ve been building: ATOM Report, post-training course, finishing my book, and ongoing research What I've been up to! https://prismix.dev/news/7f1a2d174200 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/378072?s=60&v=4 v0.95.0 0.95.0 (2026-04-14) Full Changelog: v0.94.1...v0.95.0 Features api: mark Sonnet and Opus 4 as deprecated ( 0c1e773 ) bedrock: use auth header for mantle client ( #1644 ) ( 3b93090 ) https://prismix.dev/news/913ebf18d7de 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/materials-science-chemistry-768x432.jpg Building Custom Atomistic Simulation Workflows for Chemistry and Materials Science with NVIDIA ALCHEMI Toolkit For decades, computational chemistry has faced a tug-of-war between accuracy and speed. 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https://images.ctfassets.net/kftzwdyauwt9/7v5h6Z00V6Tt9XQW2AVW62/4ec32f6ad895b9fb038c46ab27b10067/Academy-SEO.png?w=1600&h=900&fit=fill ChatGPT for customer success teams Learn how customer success teams use ChatGPT to manage accounts, improve communication, reduce churn, and drive adoption and renewals. https://prismix.dev/news/f56c542f57be 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/7v5h6Z00V6Tt9XQW2AVW62/4ec32f6ad895b9fb038c46ab27b10067/Academy-SEO.png?w=1600&h=900&fit=fill Using skills Learn how to create and use ChatGPT skills to build reusable workflows, automate recurring tasks, and ensure consistent, high-quality outputs. https://prismix.dev/news/978a353b1d06 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/7v5h6Z00V6Tt9XQW2AVW62/4ec32f6ad895b9fb038c46ab27b10067/Academy-SEO.png?w=1600&h=900&fit=fill Personalizing ChatGPT Learn how to personalize ChatGPT using custom instructions and memory to get more relevant, consistent, and tailored 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https://news.smol.ai/api/og?title=not+much+happened+today&description=**Google**+introduced+**Skills+in+Chrome**%2C+enabling+reusable+browser+workflows+with+Gemini+prompts+and+a+library+of+ready-made+Skills%2C+enhancing+end-user+agentization.+**Tencent**+teased+**HYWorld+2.0**%2C+an+open-source+3D+world+model+generating+editable+scenes+from+a+single+image.+**Google+DeepMind**+released+**Gemini+Robotics-ER+1.6**%2C+improving+visual%2Fspatial+reasoning+for+robotics+with+93%25+instrument-reading+success.+**OpenAI**+expanded+Trusted+Access+with+**GPT-5.4-Cyber**%2C+a+fine-tuned+model+for+defensive+security+workflows.+**Hugging+Face**+launched+**Kernels**+on+the+Hub%2C+offering+GPU+kernel+repos+with+1.7x%E2%80%932.5x+speedups.+**Cursor**+showcased+a+multi-agent+CUDA+optimization+system+with+a+38%25+speedup+across+235+problems.+The+**Hermes+Agent**+stack+advanced+to+v0.9.0+with+enhanced+reliability%2C+memory+management%2C+and+integrations%2C+while+**LangChain**+pushed+**deepagents+0.5**+toward+deployable%2C+multi-tenant+async+systems+with+multimodal+support+and+prompt+caching.+*%22Hermes%E2%80%99+key+advantage+is+operational+stability%2C+extensibility%2C+and+deployability.%22*&type=issue&issueNumber=04&date=2026-04-06T05%3A44%3A39.731Z&companies=google%2Ctencent%2Cgoogle-deepmind%2Copenai%2Chugging-face%2Ccursor%2Clangchain&models=gemini%2Cgemini-robotics-er-1.6%2Cgpt-5.4-cyber%2Cdeepagents-0.5 not much happened today **Google** introduced **Skills in Chrome**, enabling reusable browser workflows with Gemini prompts and a library of ready-made Skills, enhancing end-user agentization. **Tencent** teased **HYWorld 2. https://prismix.dev/news/8666da799b9d 2026-05-20 monthly 0.7 https://prismix.dev/news/4dbb4daa381a 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/11LdpL12BCPNTyOLq78Oqe/b4e727a85b930043fe1964a3a55503b0/Industrial_policy_for_the_Intelligence_Age.png?w=1600&h=900&fit=fill Industrial policy for the Intelligence Age Explore our ambitious, people-first industrial policy ideas for the AI era—focused on expanding opportunity, sharing prosperity, and building resilient institutions as advanced intelligence evolves. https://prismix.dev/news/4b5942c9e4a3 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/49b97718-57f4-4977-99c8-8ad5c4d32af3_1548x862.png Components of A Coding Agent How coding agents use tools, memory, and repo context to make LLMs work better in practice https://prismix.dev/news/259eab904f95 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202603/MIT-nse-Dean-Price.jpg?itok=PuytMjyW Working to advance the nuclear renaissance Dean Price, assistant professor in the Department of Nuclear Science and Engineering, sees a bright future for nuclear power, and believes AI can help us realize that vision. https://prismix.dev/news/d243348ed84c 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/c03578d7-2c0a-47cd-988e-c0e29008cc06_3182x1790.png Gemma 4 and what makes an open model succeed Hint: it's not benchmark scores. https://prismix.dev/news/00881cced953 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!Vj_W!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F37fe0e0b-90b8-445b-b2a8-0a402605cc18_6208x4980.png A Visual Guide to Gemma 4 A great start to a new job ;) https://prismix.dev/news/c12b7e4def8e 2026-05-20 monthly 0.7 https://cdn.stackoverflow.co/images/jo7n4k8s/production/e35a0c5eb319e7928c9ac0a2c2c782d29e644876-3120x1640.png?rect=0,1,3120,1638&w=1200&h=630&auto=format Seizing the means of messenger production Ryan sits down with Galen Wolfe-Pauly, CEO of Tlon, to chat about calm computing and how humans can take back ownership of their data and digital world. https://prismix.dev/news/c9c985fda5c0 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**Gemma+4**+was+launched+by+**Google**+under+an+**Apache+2.0+license**%2C+marking+a+significant+open-model+release+focused+on+**reasoning%2C+agentic+workflows%2C+multimodality%2C+and+on-device+use**.+It+outperforms+models+10x+larger+and+has+immediate+ecosystem+support+including+**vLLM**%2C+**llama.cpp**%2C+**Ollama**%2C+**Intel+hardware**%2C+**Unsloth**%2C+and+**Hugging+Face+Inference+Endpoints**.+Local+inference+benchmarks+showed+strong+performance+on+consumer+hardware%2C+including+RTX+4090+and+Mac+mini+M4.+Early+benchmarking+praised+its+efficiency+and+ranking+improvements+over+previous+versions.+Meanwhile%2C+**Hermes+Agent**+emerged+as+a+popular+open-source+agent+harness%2C+noted+for+stability+and+capability+on+long+tasks%2C+with+users+switching+from+OpenClaw+to+Hermes.&type=issue&issueNumber=04&date=2026-04-03T05%3A44%3A39.731Z&companies=google%2Chuggingface%2Cintel%2Collama%2Cunsloth&models=gemma-4 not much happened today **Gemma 4** was launched by **Google** under an **Apache 2.0 license**, marking a significant open-model release focused on **reasoning, agentic workflows, multimodality, and on-device use**. It outpe https://prismix.dev/news/d100647d634b 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!_FJ_!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9596ae29-7423-4088-878b-684bbc43c6ef_2280x1684.png 📅 ThursdAI - Apr 2 - Gemma 4 is the new LLama, Claude Code Leak, OpenAI raises $122B & more AI news Listen now | From Weights & Biases: Gemma 4 w/ Omar from Deepmind, OpenAI raises $122B largest funding round, we cover the Claude Code leak with the guy who put it on Github and got >100K stars in 24 https://prismix.dev/news/079c174b6ae9 2026-05-20 monthly 0.7 https://prismix.dev/news/04c998fd1f10 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2025/08/blue-square-field-768x432-jpg.webp Accelerating Vision AI Pipelines with Batch Mode VC-6 and NVIDIA Nsight In vision AI systems, model throughput continues to improve. The surrounding pipeline stages must keep pace, including decode, preprocessing, and GPU... https://prismix.dev/news/23f792271d77 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/Gemma-4-TechBlog-featured-768x432.png Bringing AI Closer to the Edge and On-Device with Gemma 4 The Gemmaverse expands with the launch of the latest Gemma 4 multimodal and multilingual models, designed to scale across the full spectrum of deployments, from... https://prismix.dev/news/f33e8c45f2a5 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/finance-trading-768x432.png Achieving Single-Digit Microsecond Latency Inference for Capital Markets In algorithmic trading, reducing response times to market events is crucial. To keep pace with high-speed electronic markets, latency-sensitive firms often use... https://prismix.dev/news/7e8722e2f7eb 2026-05-20 monthly 0.7 https://prismix.dev/news/7cad52b864fe 2026-05-20 monthly 0.7 https://cdn.stackoverflow.co/images/jo7n4k8s/production/8be0e0ada7badb3660665438b709070b0584b354-12000x6300.jpg?w=1200&h=630&auto=format What the AI trust gap means for enterprise SaaS Adoption and trust are moving in diametrically opposed directions, and that gap has real implications for organizations deciding how to spend money on software. https://prismix.dev/news/86685a018600 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/1r6GrogaVsLY9VGAL871G6/9319636f74fa5a4d16d391476a6f85f1/Frame-1.png?w=1600&h=900&fit=fill OpenAI acquires TBPN OpenAI acquires TBPN to accelerate global conversations around AI and support independent media, expanding dialogue with builders, businesses, and the broader tech community. https://prismix.dev/news/22c2ff8bad8c 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/3eC7r4XbfcRRygMKKbcr4p/8ae6d08d1d96945c8cf2035bcb76424d/Frame__2_.png?w=1600&h=900&fit=fill Codex now offers more flexible pricing for teams Codex now includes pay-as-you-go pricing for ChatGPT Business and Enterprise, providing teams a more flexible option to start and scale adoption. https://prismix.dev/news/9c78a9036c99 2026-05-20 monthly 0.7 https://prismix.dev/news/05b83bca72bf 2026-05-20 monthly 0.7 https://prismix.dev/news/03f8c699404b 2026-05-20 monthly 0.7 https://prismix.dev/news/c97e6c05cae9 2026-05-20 monthly 0.7 https://prismix.dev/news/cd4ecd90694e 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=Gemma+4&description=**Google+DeepMind**+released+**Gemma+4**%2C+a+family+of+open-weight%2C+multimodal+models+with+long-context+support+up+to+**256K+tokens**+under+an+**Apache+2.0+license**%2C+marking+a+major+capability+and+licensing+shift.+The+lineup+includes+**31B+dense**%2C+**26B+MoE+%28A4B%29**%2C+and+two+edge+models+%28**E4B**%2C+**E2B**%29+optimized+for+local+and+edge+deployment+with+native+multimodal+support+%28text%2C+vision%2C+audio%29.+Early+benchmarks+show+**Gemma-4-31B**+ranking+%233+among+open+models+and+strong+scientific+reasoning+performance+with+**85.7%25+GPQA+Diamond**.+Day-0+ecosystem+support+includes+**llama.cpp**%2C+**Ollama**%2C+**vLLM**%2C+and+**LM+Studio**%2C+with+notable+local+inference+performance+on+hardware+like+**M2+Ultra**+and+**RTX+4090**.+The+architecture+features+hybrid+attention+and+MoE+layering%2C+diverging+from+standard+transformers.+Community+and+developer+engagement+is+high%2C+with+rapid+adoption+and+tooling+integration.&type=issue&issueNumber=04&date=2026-04-02T05%3A44%3A39.731Z&companies=google-deepmind&models=gemma-4%2Cgemma-4-31b%2Cgemma-4-26b-a4b Gemma 4 **Google DeepMind** released **Gemma 4**, a family of open-weight, multimodal models with long-context support up to **256K tokens** under an **Apache 2.0 license**, marking a major capability and lic https://prismix.dev/news/79fc14279024 2026-05-20 monthly 0.7 https://prismix.dev/news/136346f2ce83 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202604/MIT-ScalableEthics-01.jpg?itok=izVVCodb Evaluating the ethics of autonomous systems MIT researchers developed a testing framework that pinpoints situations where AI decision-support systems are not treating people and communities fairly. https://prismix.dev/news/a8b6468994e9 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/gemma4/thumbnail.png Welcome Gemma 4: Frontier multimodal intelligence on device Back to Articles Welcome Gemma 4: Frontier multimodal intelligence on device Published April 2, 2026 Update on GitHub Upvote 891 merve merve Pedro Cuenca pcuenq Sergio Paniego sergiopaniego ben burten https://prismix.dev/news/b87a0bb37fc1 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/0331-1-768x432.gif CUDA Tile Programming Now Available for BASIC! Note: CUDA Tile Programming in BASIC is an April Fools’ joke, but it's also real and actually works, demonstrating the flexibility of CUDA. CUDA 13.1... https://prismix.dev/news/267fa508d06b 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/NVL72-768x432.png NVIDIA Platform Delivers Lowest Token Cost Enabled by Extreme Co-Design Co-designed hardware, software, and models are key to delivering the highest AI factory throughput and lowest token cost. Measuring this goes far beyond peak... https://prismix.dev/news/30372bbfc557 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/image3-9-768x432.png Accelerate Token Production in AI Factories Using Unified Services and Real-Time AI In today’s AI factory environment, performance is not theoretical. It is economic, competitive, and existential. A 1% drop in usable GPU time can mean... https://prismix.dev/news/39027ed522eb 2026-05-20 monthly 0.7 https://prismix.dev/news/d949ff5e715a 2026-05-20 monthly 0.7 https://prismix.dev/news/ab44cc5f473c 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/blog/tiiuae/falcon-perception.png Falcon Perception Back to Articles Falcon Perception Community Article Published April 1, 2026 Upvote 67 FalconPerception FalconPerception tiiuae TL;DR — Falcon Perception is a 0.6B-parameter early-fusion Transformer f https://prismix.dev/news/c4f454cfe69c 2026-05-20 monthly 0.7 https://prismix.dev/news/41d60d458268 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**Arcee%E2%80%99s+Trinity-Large-Thinking**+was+released+with+**open+weights+under+Apache+2.0**%2C+featuring+a+**400B+total+%2F+13B+active**+model+size+and+strong+agentic+performance%2C+ranking+**%232+on+PinchBench**.+**Z.ai%E2%80%99s+GLM-5V-Turbo**+is+a+**vision+coding+model**+with+**native+multimodal+fusion**+and+a+**CogViT+encoder**%2C+integrated+into+multiple+platforms.+**TII%E2%80%99s+Falcon+Perception**+offers+an+**open-vocabulary+referring+expression+segmentation+model**+with+an+**early-fusion+transformer**+and+a+competitive+**0.3B+OCR+model**.+**H+Company%E2%80%99s+Holo3**+is+a+GUI-navigation+model+family+based+on+**Qwen3.5**.+A+**Claude+Code+leak**+revealed+a+minimalist+agent+core+with+a+**4-layer+context+compression+stack**%2C+**40%2B+tool+modular+architecture**%2C+and+advanced+features+like+**task+budget+management**+and+**streaming+tool+execution**.+The+leak+highlights+Anthropic%E2%80%99s+agent+design+and+operational+sophistication.&type=issue&issueNumber=04&date=2026-04-01T05%3A44%3A39.731Z&companies=arcee%2Cz-ai%2Ctii%2Canthropic%2Ch-company&models=trinity-large-thinking%2Cglm-5v-turbo%2Cfalcon-perception%2Cqwen-3.5%2Cclaude-4.6-opus%2Cclaude-sonnet-4.5 not much happened today **Arcee’s Trinity-Large-Thinking** was released with **open weights under Apache 2.0**, featuring a **400B total / 13B active** model size and strong agentic performance, ranking **#2 on PinchBench**. https://prismix.dev/news/84a34798a0cd 2026-05-20 monthly 0.7 https://prismix.dev/news/4538a837179f 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202603/MIT-VisiPrint-Preview-A1.jpg?itok=2ckh0mm0 Preview tool helps makers visualize 3D-printed objects By quickly generating aesthetically accurate previews of fabricated objects, the VisiPrint system could make prototyping faster and less wasteful. https://prismix.dev/news/a0904673d8e8 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/6wiEoJfnWidLn3IKZd3lWF/27e8dd155aa94cbff436a18ab9b9e2c4/oai_GradientLabs_SEO.png?w=1600&h=900&fit=fill Gradient Labs gives every bank customer an AI account manager Gradient Labs uses GPT-4.1 and GPT-5.4 mini and nano to power AI agents that automate banking support workflows with low latency and high reliability. https://prismix.dev/news/a2de528f67e1 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/introducing-gradio-server/thumbnail.png Any Custom Frontend with Gradio's Backend Back to Articles gradio.Server: Any Custom Frontend with Gradio's Backend Published April 1, 2026 Update on GitHub Upvote 25 yuvraj sharma ysharma Abubakar Abid abidlabs A few weeks ago, we wrote abou https://prismix.dev/news/2aa3bc0d5c1c 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!mhah!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2e6b8117-702a-4acf-aa4c-c6f68db7d545_2814x1536.jpeg Claude Dispatch and the Power of Interfaces We often lack the tools for the job, even if the AI is capable enough https://prismix.dev/news/84e4bedd7a64 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/Workstation-CloudXr-768x432.jpg Stream High-Fidelity Spatial Computing Content to Any Device with NVIDIA CloudXR 6.0 Spatial computing is moving from visualization to active collaboration, adding increasingly more GPU demands on XR hardware to render photorealistic,... https://prismix.dev/news/f01d64a8b5dd 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/robotic-assembly-line-1-768x432.png Build and Stream Browser-Based XR Experiences with NVIDIA CloudXR.js Delivering high-fidelity VR and AR experiences to enterprise users has typically required native application development, custom device management, and complex... https://prismix.dev/news/09a4a4a0da0f 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!fHcR!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fee98ca4e-1313-4120-865a-039115c64b6a_1420x736.png Anthropic Accidentally Leaked the Secret Roadmap of Claude Code The source code of Claude Code reveals unreleased features, internal codenames, and the future of your new favorite AI product. Here's what it all means. https://prismix.dev/news/925612dcbcc3 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/blog/ibm-granite/granite-4-vision.png Granite 4.0 3B Vision: Compact Multimodal Intelligence for Enterprise Documents Back to Articles Granite 4.0 3B Vision: Compact Multimodal Intelligence for Enterprise Documents Enterprise Article Published March 31, 2026 Upvote 34 Madison Lee kristunlee ibm-granite Rogerio Feris https://prismix.dev/news/9f84e2e45d87 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/6OSKcUkJputeSfEUssuwQk/ca93432564e7748ab08ee2b5be907f29/Frame-1.png?w=1600&h=900&fit=fill Accelerating the next phase of AI OpenAI raises $122 billion in new funding to expand frontier AI globally, invest in next-generation compute, and meet growing demand for ChatGPT, Codex, and enterprise AI. https://prismix.dev/news/c93c1768b2bc 2026-05-20 monthly 0.7 https://prismix.dev/news/771a44c5c910 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!Jbpk!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F42b5e291-fa90-4800-a3c9-54d3055f1975_1344x896.png How to Deal With Infinite Options The burden to be everything https://prismix.dev/news/66637736903e 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/5fd5e18a90b6dc4633f6d292/5dSAoMdQZBsLBS2mTPyWA.png Training mRNA Language Models Across 25 Species for $165 Back to Articles Training mRNA Language Models Across 25 Species for $165 Team Article Published March 31, 2026 Upvote 27 Maziyar Panahi MaziyarPanahi OpenMed Part II: Building the Pipeline, From Stru https://prismix.dev/news/659f714b65ab 2026-05-20 monthly 0.7 https://cdn.stackoverflow.co/images/jo7n4k8s/production/e35a0c5eb319e7928c9ac0a2c2c782d29e644876-3120x1640.png?rect=0,1,3120,1638&w=1200&h=630&auto=format How can you test your code when you don’t know what’s in it? Ryan hosts SmartBear’s VP of AI and Architecture Fitz Nowlan to explore how we’re moving away from old assumptions about software development, the challenges of testing MCP servers as LLM-driven agent https://prismix.dev/news/bb54c1f9af76 2026-05-20 monthly 0.7 https://prismix.dev/news/a59b5ef0df08 2026-05-20 monthly 0.7 https://prismix.dev/news/98c6dab19849 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/trl-v1/thumbnail.png TRL v1.0: Post-Training Library Built to Move with the Field Back to Articles TRL v1.0: Post-Training Library Built to Move with the Field Published March 31, 2026 Update on GitHub Upvote 51 Quentin Gallouédec qgallouedec Steven Liu stevhliu Pedro Cuenca pcuenq https://prismix.dev/news/663d936b3a0b 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202603/MIT-DefectNet-01-press.jpg?itok=JYWOjuxK MIT researchers use AI to uncover atomic defects in materials A new model measures defects that can be leveraged to improve materials’ mechanical strength, heat transfer, and energy-conversion efficiency. https://prismix.dev/news/18717cab32fd 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!uD-D!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F80b1a559-a0f5-4757-962c-1d9a21c17835_1024x576.png Latest open artifacts (#20): New orgs! New types of models! With Nemotron Super, Sarvam, Cohere Transcribe, & others New orgs! New types of models! With Nemotron Super, Sarvam, Cohere Transcribe, & others https://prismix.dev/news/5682b8380852 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!3yYS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258.png Import AI 451: Political superintelligence; Google's society of minds, and a robot drummer Are there any genies that can be put back in the bottle? https://prismix.dev/news/7550d2ee85e5 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**Anthropic**+introduced+**computer+use+inside+Claude+Code**+for+closed-loop+verification+in+a+research+preview+for+Pro%2FMax+users%2C+enhancing+reliable+app+iteration.+**OpenAI**+released+a+**Codex+plugin+for+Claude+Code**%2C+enabling+cross-agent+composition+and+signaling+a+shift+toward+composable+coding+harnesses.+OpenAI+also+noted+that+late-night+Codex+tasks+run+longer%2C+supporting+background+agent+delegation.+**Nous+Research**%27s+**Hermes+Agent**+saw+rapid+adoption+due+to+better+compaction%2C+adaptability%2C+and+multi-agent+profiles%2C+evolving+toward+an+agent+OS+abstraction.+An+ecosystem+around+Hermes+includes+tools+for+trace+analytics%2C+fine-tuning%2C+and+remote+control%2C+with+debates+on+open-source+versus+proprietary+agent+infrastructure.+Key+themes+include+tooling%2C+prompt%2Fruntime+orchestration%2C+and+review+loops+as+critical+factors+beyond+model+capabilities.&type=issue&issueNumber=03&date=2026-03-30T05%3A44%3A39.731Z&companies=anthropic%2Copenai%2Cnous-research%2Chuggingface&models=claude-code%2Ccodex%2Chermes-agent not much happened today **Anthropic** introduced **computer use inside Claude Code** for closed-loop verification in a research preview for Pro/Max users, enhancing reliable app iteration. **OpenAI** released a **Codex plugi https://prismix.dev/news/b57c26811194 2026-05-20 monthly 0.7 https://prismix.dev/news/3b988ad2a956 2026-05-20 monthly 0.7 https://prismix.dev/news/d5a2a8f194f5 2026-05-20 monthly 0.7 https://prismix.dev/news/c720bf728da9 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/44Ypmth3XEpOmWE7Ko2rMC/c83d1f5be284e02c7daa07632bbf6f27/Frame__4_.png?w=1600&h=900&fit=fill Helping disaster response teams turn AI into action across Asia AI for Disaster Response in Asia: OpenAI Workshop with Gates Foundation https://prismix.dev/news/16594c97bd60 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/7gH7N0xTGVcaEf1JzuezAp/97b0aa1e3d5aa4027cb265825bfa2cf4/oai_Stadler_SEO.png?w=1600&h=900&fit=fill STADLER reshapes knowledge work at a 230-year-old company Learn how STADLER uses ChatGPT to transform knowledge work, saving time and accelerating productivity across 650 employees. https://prismix.dev/news/92b7c3427c00 2026-05-20 monthly 0.7 https://cdn.stackoverflow.co/images/jo7n4k8s/production/e35a0c5eb319e7928c9ac0a2c2c782d29e644876-3120x1640.png?rect=0,1,3120,1638&w=1200&h=630&auto=format Prevent agentic identity theft Ryan is joined by Nancy Wang, CTO of 1Password, to discuss the security challenges local agents present, how enterprises can create robust governance of credentials through zero-knowledge architecture https://prismix.dev/news/bbaf623c5e11 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**Anthropic**+is+reportedly+introducing+a+new+AI+model+tier+called+**Capybara**%2C+which+is+larger+and+more+intelligent+than+**Claude+Opus+4.6**%2C+showing+improved+performance+in+coding%2C+academic+reasoning%2C+and+cybersecurity.+The+model+is+speculated+to+be+around+**10+trillion+parameters**%2C+with+**Google**+potentially+funding+Anthropic%27s+data+center+expansion.+Meanwhile%2C+**Zhipu**+released+**GLM-5.1**%2C+advancing+open+coding+models+and+narrowing+the+gap+with+closed+models.+Local+inference+economics+are+improving%2C+highlighted+by+efficient+deployments+of+**Qwen+3.5+14B**%2C+**Qwen+27B**%2C+and+**Qwen3.5-35B**+models+with+quantization+techniques+like+**TurboQuant+vLLM**.+However%2C+TurboQuant%27s+benchmarking+claims+face+criticism+from+researchers.+Overall%2C+the+AI+landscape+shows+aggressive+scaling%2C+local+model+deployment%2C+and+agent+products+gaining+traction.&type=issue&issueNumber=03&date=2026-03-27T05%3A44%3A39.731Z&companies=anthropic%2Cgoogle%2Czhipu&models=claude-opus-4.6%2Ccapybara%2Cglm-5.1%2Cqwen-3.5-14b%2Cqwen-27b%2Cqwen3.5-35b not much happened today **Anthropic** is reportedly introducing a new AI model tier called **Capybara**, which is larger and more intelligent than **Claude Opus 4.6**, showing improved performance in coding, academic reasoni https://prismix.dev/news/f9ed89b3a211 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!z6kg!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffb4fcfee-6230-4cd9-97a6-813412ac65f8_1080x1350.png AGI is here? Jensen says yes, ARC-AGI-3 says AI scores under 1% Listen now (100 mins) | From Weights & Biases, Daniel Han from Unsloth joins our panel to discuss Turbo Quant, Anthropic beats DoW in court, Jensen Claims AGI while ArcAGI 3 claims "no AGI". https://prismix.dev/news/e8802cbf5c89 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/liberate-your-openclaw/thumbnail.png Liberate your OpenClaw Back to Articles Liberate your OpenClaw 🦀 Published March 27, 2026 Update on GitHub Upvote 45 Clem 🤗 clem ben burtenshaw burtenshaw Pedro Cuenca pcuenq Jeff Boudier jeffboudier merve merve Niels Rog https://prismix.dev/news/0ffe6c2fa26b 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202603/mit-shass-music-Carlos-Mariano-Salcedo.jpg?itok=IZfmOz8J Seeing sounds Mariano Salcedo ’25, a master’s student in the new Music Technology and Computation Graduate Program, is designing an AI to visualize and express music and other sounds. https://prismix.dev/news/1734490fbbab 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202603/MIT-cee-VibeGen-protein.png?itok=hJ5_M2PH MIT engineers design proteins by their motion, not just their shape An AI model generates novel proteins based on how they vibrate and move, opening new possibilities for dynamic biomaterials and adaptive therapeutics. https://prismix.dev/news/c333b8503626 2026-05-20 monthly 0.7 https://cdn.stackoverflow.co/images/jo7n4k8s/production/7743f41e5318616af0c6940a0cbcaa8534a4f7a0-12000x6300.jpg?w=1200&h=630&auto=format Building shared coding guidelines for AI (and people too) Coding guidelines and standards for agents need to be a little different—more explicit, demonstrative of patterns, and obvious. https://prismix.dev/news/f00585e7f49c 2026-05-20 monthly 0.7 https://prismix.dev/news/2f787c30c5e6 2026-05-20 monthly 0.7 https://prismix.dev/news/de3c4dcbfdda 2026-05-20 monthly 0.7 https://prismix.dev/news/b8f1168aee11 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202603/MIT-Warehouse-Auto-01-press.jpg?itok=TswYJbkp AI system learns to keep warehouse robot traffic running smoothly This new approach adapts to decide which robots should get the right of way at every moment, avoiding congestion and increasing throughput. https://prismix.dev/news/0067065d5f76 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/378072?s=60&v=4 v2.30.0 2.30.0 (2026-03-25) Full Changelog: v2.29.0...v2.30.0 Features api: add keys field to Click/DoubleClick/Drag/Move/Scroll computer actions ( ee1bbed ) Bug Fixes api: align SDK response types with expan https://prismix.dev/news/26784b4aff4a 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202603/alewife-fish-00_0.jpg?itok=4ylCyOSO Augmenting citizen science with computer vision for fish monitoring MIT Sea Grant works with the Woodwell Climate Research Center and other collaborators to demonstrate a deep learning-based system for fish monitoring. https://prismix.dev/news/777bab2c7d8c 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2025/12/CUDA-MPS-e1765825617242-768x432.webp Maximize AI Infrastructure Throughput by Consolidating Underutilized GPU Workloads In production Kubernetes environments, the difference between model requirements and GPU size creates inefficiencies. Lightweight automatic speech recognition... https://prismix.dev/news/c0b8f84b593b 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/Feature1_new.gif How Centralized Radar Processing on NVIDIA DRIVE Enables Safer, Smarter Level 4 Autonomy In the current state of automotive radar, machine learning engineers can't work with camera-equivalent raw RGB images. Instead, they work with the output of... https://prismix.dev/news/15cdd08b2a04 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/Proteina-Complexa-Binder-1920x1080-1-768x432.png Designing Protein Binders Using the Generative Model Proteina-Complexa Developing new protein-based therapies and catalysts involves the challenging task of designing protein binders, or proteins that bind to a target protein or... https://prismix.dev/news/92f30027b193 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/data-center-768x432.jpg Scaling Token Factory Revenue and AI Efficiency by Maximizing Performance per Watt In the AI era, power is the ultimate constraint, and every AI factory operates within a hard limit. This makes performance per watt—the rate at which power is... https://prismix.dev/news/263c2043f1c3 2026-05-20 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/35bHEbm0rP6Pp4Vz11SaVW/1033fdf6bbcac970107c7503b38ddeba/oai_model_spec_16x9.png?w=1600&h=900&fit=fill Inside our approach to the Model Spec Learn how OpenAI’s Model Spec serves as a public framework for model behavior, balancing safety, user freedom, and accountability as AI systems advance. https://prismix.dev/news/245d48c735c9 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202603/MIT-Hand-Tracker-01-press.jpg?itok=C_JqeasJ Wristband enables wearers to control a robotic hand with their own movements By moving their hands and fingers, users can direct a robot to play piano or shoot a basketball, or they can manipulate objects in a virtual environment. https://prismix.dev/news/04512f929192 2026-05-20 monthly 0.7 https://prismix.dev/news/be254cddb327 2026-05-20 monthly 0.7 https://zed.dev/img/post/zeta2/thumbnail.webp We Rebuilt Zeta from the Training Data Up Zeta2 is our latest edit prediction model and it's 30% better than Zeta1. https://prismix.dev/news/7493b731f9c2 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/Copy-of-genai-social-nemotron-3-4643900-1920x1080-1-1-768x432.png Building NVIDIA Nemotron 3 Agents for Reasoning, Multimodal RAG, Voice, and Safety Agentic AI is an ecosystem where specialized models work together to handle planning, reasoning, retrieval, and safety guardrailing. 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https://news.smol.ai/api/og?title=not+much+happened+today&description=**Anthropic**+advances+agent+infrastructure+with+a+multi-agent+harness+emphasizing+orchestration+and+%22computer+use%22+for+complex+software+environments.+**Figma**%2C+**GitHub**%2C+and+**Cursor**+launch+design+canvases+with+direct+AI+editing%2C+showcasing+tool-calling+becoming+product-native.+**Nous+Research**+releases+**Hermes+Agent+v0.4.0**+with+300%2B+PRs%2C+adding+OpenAI-compatible+APIs+and+self-improving+memory+agents.+Open+agent+ecosystems+mature+with+**AI2%27s+MolmoWeb**+%284B+and+8B+models%29%2C+**GenReasoning%27s+OpenReward**+platform+offering+330%2B+RL+environments+and+4.5M%2B+tasks%2C+and+**Zhipu%27s+ZClawBench**+benchmark+with+116+real-world+agent+tasks%2C+highlighting+progress+toward+standardized+environment+serving+and+benchmarkable+agent+tasks.&type=issue&issueNumber=03&date=2026-03-24T05%3A44%3A39.731Z&companies=anthropic%2Cfigma%2Cgithub%2Ccursor_ai%2Clangchain%2Cnous-research%2Cai2%2Cgenreasoning%2Czhipu-ai%2Chuggingface&models=molmo-2-4b%2Cmolmo-2-8b%2Chermes-agent-v0.4.0 not much happened today **Anthropic** advances agent infrastructure with a multi-agent harness emphasizing orchestration and "computer use" for complex software environments. **Figma**, **GitHub**, and **Cursor** launch desi https://prismix.dev/news/062de9bc46b4 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**ARC-AGI-3**+benchmark+introduced+by+**%40arcprize**+and+**Fran%C3%A7ois+Chollet**+resets+the+frontier+for+general+agentic+reasoning+with+humans+solving+100%25+of+tasks+versus+under+1%25+for+current+models%2C+focusing+on+zero-preparation+generalization+and+human-like+learning+efficiency.+The+scoring+protocol+sparked+debate+over+its+harsh+efficiency-based+metric+compared+to+prior+ARC+versions+and+other+benchmarks+like+**NetHack**.+The+community+acknowledges+the+benchmark+highlights+weaknesses+in+current+LLM+agents+in+interactive%2C+sparse-feedback+environments.+Concurrently%2C+agent+infrastructure+advances+with+**LangChain**+launching+Fleet+shareable+skills+for+reusable+domain+knowledge%2C+and+**Anthropic**+revealing+**Claude+Code+auto+mode**+for+classifier-mediated+approval+balancing+autonomy+and+manual+confirmation.+Browser+and+coding+agents+are+evolving+into+trainable+systems+beyond+prompt+wrappers%2C+exemplified+by+**BrowserBase**+and+**Prime+Intellect**+collaboration.&type=issue&issueNumber=03&date=2026-03-24T05%3A44%3A39.731Z&companies=anthropic%2Clangchain%2Carcprize%2Cprimeintellect&models=arc-agi-3%2Cclaude-code not much happened today **ARC-AGI-3** benchmark introduced by **@arcprize** and **François Chollet** resets the frontier for general agentic reasoning with humans solving 100% of tasks versus under 1% for current models, foc https://prismix.dev/news/cbc0638a230d 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**Google**+launched+**Gemini+3.1+Flash+Live**%2C+a+realtime+voice+and+vision+agent+model+with+**2x+longer+conversation+memory**%2C+supporting+**70+languages**+and+**128k+context**.+**Mistral+AI**+released+**Voxtral+TTS**%2C+a+low-latency%2C+open-weight+text-to-speech+model+supporting+**9+languages**+and+competitive+with+ElevenLabs.+**Cohere**+introduced+**Cohere+Transcribe**%2C+an+audio+model+with+**14-language**+support+and+top+English+ASR+leaderboard+performance+at+**5.42+WER**.+**OpenAI**+released+smaller+multimodal+variants+**GPT-5.4+mini**+and+**GPT-5.4+nano**+with+**400k+context**%2C+noted+for+cost-competitiveness+but+high+verbosity+and+hallucination+rates.+Other+releases+include+**GLM-5-Turbo**+by+Zai%2C+**Reka+Edge**+and+**Flash+3**+on+OpenRouter%2C+and+new+multi-agent+UX+tooling+**Cline+Kanban**+for+orchestrating+CLI+coding+agents.&type=issue&issueNumber=03&date=2026-03-24T05%3A44%3A39.731Z&companies=google-deepmind%2Cmistral-ai%2Ccohere%2Copenai%2Czai%2Creka-ai&models=gemini-3.1-flash%2Cvoxtral-tts%2Ccohere-transcribe%2Cgpt-5.4-mini%2Cgpt-5.4-nano%2Cglm-5-turbo%2Creka-edge%2Creka-flash-3 not much happened today **Google** launched **Gemini 3.1 Flash Live**, a realtime voice and vision agent model with **2x longer conversation memory**, supporting **70 languages** and **128k context**. **Mistral AI** released https://prismix.dev/news/ff3a302fc16e 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=The+Claude+Code+Source+Leak&description=**Anthropic%27s**+closed-source+coding+product+**Claude+Code**+experienced+a+significant+source+leak+exposing+over+**500k+lines**+of+orchestration+logic%2C+including+autonomous+modes+and+memory+systems%2C+but+not+model+weights.+The+leak+led+to+rapid+public+reverse-engineering%2C+numerous+forks+with+up+to+**32.6k+stars+and+44.3k+forks**%2C+and+subsequent+**DMCA+takedowns**+by+Anthropic.+Suspicious+npm+packages+emerged+targeting+users+compiling+the+leaked+code%2C+creating+a+live+security+hazard.+Discussions+also+mention+unreleased+model+references+like+**%22mythos%22**+and+ongoing+product+feature+updates+despite+the+leak.+*%22OFFICIAL+STATEMENT+from+Anthropic+regarding+the+leak%22*+was+noted+but+not+detailed.&type=issue&issueNumber=03&date=2026-03-24T05%3A44%3A39.731Z&companies=anthropic&models=claude-code The Claude Code Source Leak **Anthropic's** closed-source coding product **Claude Code** experienced a significant source leak exposing over **500k lines** of orchestration logic, including autonomous modes and memory systems, b https://prismix.dev/news/abf08c34b1f0 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202603/MIT-HumbleAI-01-press.jpg?itok=w90pox8K How to create “humble” AI An MIT-led team is designing artificial intelligence systems for medical diagnosis that are more collaborative and forthcoming about uncertainty. https://prismix.dev/news/8d885b2ad7c1 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/blog/ServiceNow-AI/eva.png A New Framework for Evaluating Voice Agents (EVA) Back to Articles A New Framework for Evaluating Voice Agents (EVA) Enterprise Article Published March 24, 2026 Upvote 92 Tara Bogavelli tarabogavelli ServiceNow-AI Gabrielle Gauthier Melancon gabegma https://prismix.dev/news/450dc679bc19 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202603/mit-cis-sojun-park.jpg?itok=NxZXpd9n Advancing international trade research and finding community Sojun Park, a postdoc at the Center for International Studies, has learned much from his research on intellectual property as well as his interactions with students and mentors at MIT. https://prismix.dev/news/cf855ab55f08 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/nvidia-igx-thor-768x432.jpg NVIDIA IGX Thor Powers Industrial, Medical, and Robotics Edge AI Applications Industrial and medical systems are rapidly increasing the use of high-performance AI to improve worker productivity, human-machine interaction, and downtime... https://prismix.dev/news/ebeca23f6d7c 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202603/MIT-Bertsima-Killian-Lecture-01-press.jpg?itok=e8x7sWR2 On algorithms, life, and learning Operations research expert Dimitris Bertsimas delivered the annual Killian Lecture, providing a look at the past and future of his work. https://prismix.dev/news/047c866f88ed 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!3yYS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258.png Import AI 450: China's electronic warfare model; traumatized LLMs; and a scaling law for cyberattacks How will timeless minds value time? https://prismix.dev/news/7c77aea3b008 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2025/02/cybersecurity-ai-featured-768x432.png Building a Zero-Trust Architecture for Confidential AI Factories AI is moving from experimentation to production. However, most data enterprises need exists outside the public cloud. This includes sensitive information like... https://prismix.dev/news/803844e22fff 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/image3-1-768x432.png Deploying Disaggregated LLM Inference Workloads on Kubernetes As large language model (LLM) inference workloads grow in complexity, a single monolithic serving process starts to hit its limits. Prefill and decode stages... https://prismix.dev/news/bb58ef0da5dd 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**Anthropic**+introduced+**Claude+Cowork**+and+**Claude+Code**+enabling+desktop+control+of+mouse%2C+keyboard%2C+and+screen+in+a+**macOS+research+preview**%2C+expanding+agent+capabilities+beyond+APIs+and+browsers.+The+agent+ecosystem+is+evolving+towards+long-running%2C+parallel%2C+tool-rich+workflows+with+projects+like+**Hermes+Agent**%2C+**T3+Code**%2C+**Command+Center**%2C+and+**Parchi**+enhancing+multi-agent+orchestration+and+autonomous+task+management.+Operational+challenges+such+as+fragility+and+inefficiency+in+subagents%2C+including+**GPT-5.2+Pro**+and+**Claude**+browser%2Fcomputer+use%2C+highlight+the+need+for+closed-loop+feedback+systems.+Research+from+**Meta+AI**+advances+self-improving+agents+with+**Hyperagents+%2F+DGM-H**+enabling+meta-level+procedural+improvements%2C+and+unifies+reinforcement+learning+post-training+with+**RLLM**+%28RL+%2B+LM-as-RM%29+to+improve+reward+modeling+across+task+types.+Additionally%2C+**WebArena-Infinity**+drastically+reduces+browser+environment+construction+costs%2C+accelerating+benchmark+and+environment+generation.&type=issue&issueNumber=03&date=2026-03-23T05%3A44%3A39.731Z&companies=anthropic%2Cmeta-ai-fair&models=claude%2Cgpt-5.2-pro%2Cdgm-h%2Crllm not much happened today **Anthropic** introduced **Claude Cowork** and **Claude Code** enabling desktop control of mouse, keyboard, and screen in a **macOS research preview**, expanding agent capabilities beyond APIs and bro https://prismix.dev/news/82d466725da4 2026-05-20 monthly 0.7 https://prismix.dev/news/b8bd07f832f9 2026-05-20 monthly 0.7 https://prismix.dev/news/b9dba8587235 2026-05-20 monthly 0.7 https://prismix.dev/news/154ba4a2d009 2026-05-20 monthly 0.7 https://prismix.dev/news/ada482c21e1c 2026-05-20 monthly 0.7 https://prismix.dev/news/dd96817d7daf 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/720ffbb3-46c3-4ebe-9b0d-62985c025698_3182x1790.png Lossy self-improvement The case for why self-improvement is real but it doesn't lead to fast takeoff. https://prismix.dev/news/4bd90b22eede 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/51d52b9a-e820-45d6-8135-f94496ec1745_1600x900.png A Visual Guide to Attention Variants in Modern LLMs From MHA and GQA to MLA, sparse attention, and hybrid architectures https://prismix.dev/news/13c5d54df9fe 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/blog/nvidia/domain-specific-embedding-finetune.png Build a Domain-Specific Embedding Model in Under a Day Back to Articles Build a Domain-Specific Embedding Model in Under a Day Enterprise + Article Published March 20, 2026 Upvote 73 Steve Han steve-nvidia nvidia Rucha Apte ruchaa01 nvidia Sean Sodha ssod https://prismix.dev/news/59d8c86b9524 2026-05-20 monthly 0.7 https://prismix.dev/news/a69433aa941c 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202603/MIT-WGSevent-A1-press.jpg?itok=Zx5XVaeA What’s the right path for AI? Conference speakers discussed the unfolding trajectory of AI and the benefits of shaping technology to meet people’s needs. https://prismix.dev/news/58c87d80098e 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202603/MIT-HPI-signing-00.jpg?itok=70grnEFu MIT and Hasso Plattner Institute establish collaborative hub for AI and creativity Jointly led by the MIT Morningside Academy for Design, MIT Schwarzman College of Computing, and the Hasso Plattner Institute in Potsdam, the hub will foster a dynamic community where computing, creati https://prismix.dev/news/0b38f86ed0e6 2026-05-20 monthly 0.7 https://cdn.stackoverflow.co/images/jo7n4k8s/production/e35a0c5eb319e7928c9ac0a2c2c782d29e644876-3120x1640.png?rect=0,1,3120,1638&w=1200&h=630&auto=format After all the hype, was 2025 really the year of AI agents? Ryan is joined by Stefan Weitz, CEO and co-founder of the HumanX Conference, for a conversation on how AI has evolved in the last year. https://prismix.dev/news/b0ae25d5b846 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**Cursor%27s+Composer+2**%2C+built+on+**Kimi+K2.5**%2C+sparked+discussion+over+model+attribution+and+licensing%2C+highlighting+a+shift+toward+post-trained+derivatives+of+open-source+models+with+domain-specific+fine-tuning+and+reinforcement+learning.+**Claude+Code**+is+expanding+into+third-party+tools+like+**T3+Code**+and+communication+channels+such+as+Telegram+and+Discord%2C+while+**LangChain**+is+evolving+from+orchestration+to+multi-agent+products+with+offerings+like+**Deep+Agents%2FOpen+SWE**+and+**LangSmith+Fleet**.+The+discourse+emphasizes+the+importance+of+clear+base-model+attribution%2C+licensing+compliance%2C+and+product+differentiation+through+fine-tuning+and+user+experience.&type=issue&issueNumber=03&date=2026-03-20T05%3A44%3A39.731Z&companies=cursor%2Ckimi%2Cfireworks%2Canthropic%2Clangchain&models=kimi-k2.5%2Cclaude-code not much happened today **Cursor's Composer 2**, built on **Kimi K2.5**, sparked discussion over model attribution and licensing, highlighting a shift toward post-trained derivatives of open-source models with domain-specifi https://prismix.dev/news/cf37a603a069 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!yJIh!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F19438c4a-f497-447a-8139-042204f79a41_2000x528.png ThursdAI - Opus 1M, Jensen declares OpenClaw as the new Linux, GPT 5.4 Mini & Nano, Minimax 2.7, Composer 2 & more AI news From Weights & Biases, here's what happened in AI this week. Jensen goes ClawPilled with NemoClaw, new smaller GPT 5.4s, MiniMax autoresearches 3.7 and Composer 2 from Cursor beats Opus + more AI https://prismix.dev/news/adec5821691a 2026-05-20 monthly 0.7 https://zed.dev/api/og?title=Hiring%20at%20Zed%3A%20Building%20in%20Real%20Time Hiring at Zed: Building in Real Time How we work at Zed and how we hire. https://prismix.dev/news/84021299372c 2026-05-20 monthly 0.7 https://prismix.dev/news/27e1a3c9ed7f 2026-05-20 monthly 0.7 https://cdn.stackoverflow.co/images/jo7n4k8s/production/763e9ddab1a6413e98e7d9defdde76ad848f9a6b-12000x6300.jpg?w=1200&h=630&auto=format AI is becoming a second brain at the expense of your first one The risk isn’t just that we’ll get lazy and become lousy at critical thinking; the risk is that we’ll outsource our judgement and lose the ability to make qualitative, moral, and interpersonal judgmen https://prismix.dev/news/f1b98294c276 2026-05-20 monthly 0.7 https://prismix.dev/news/ccbb3b4aded6 2026-05-20 monthly 0.7 https://prismix.dev/news/b5b5ec178d9d 2026-05-20 monthly 0.7 https://prismix.dev/news/c5d99da652fc 2026-05-20 monthly 0.7 https://cdn.stackoverflow.co/images/jo7n4k8s/production/89a7c761862499db37bf759db9607b85625d3d19-3840x2160.png?rect=0,72,3840,2016&w=1200&h=630&auto=format Building a global engineering team (plus AI agents) with Netlify Dana Lawson, CTO of Netlify, shares her insights on leading a lean, globally distributed engineering team that powers 5% of the internet. https://prismix.dev/news/795a5575a418 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**Cursor**+launched+**Composer+2**%2C+a+frontier-class+coding+model+with+major+cost+reductions+and+strong+benchmark+scores+like+**61.3+on+CursorBench**+and+**73.7+on+SWE-bench+Multilingual**.+The+model+was+improved+via+a+**first+continued+pretraining+run**+feeding+into+reinforcement+learning%2C+trained+across+**3%E2%80%934+clusters+worldwide**+by+a+**%7E40-person**+team.+**OpenAI**+acquired+**Astral**%2C+the+team+behind+Python+tools+**uv%2C+ruff%2C+and+ty**%2C+strengthening+its+developer+platform.+**Anthropic**+expanded+**Claude+Code**+with+messaging+app+channels+for+persistent+developer+workflows.+The+focus+in+AI+agents+is+shifting+from+single+agents+to+managed+fleets+and+runtimes%2C+with+**LangChain**+launching+**LangSmith+Fleet**+for+enterprise+agent+management+emphasizing+**agent+identity**%2C+**credential+management**%2C+and+auditability.+Other+launches+include+**Cognition%27s+teams+of+Devins**%2C+**AgentUI**+by+**lvwerra**%2C+and+discussions+on+agent+runtimes+with+features+like+**checkpointing**+and+**rollback**.+Security+and+permissions+are+emerging+as+critical+constraints+in+agent+system+design.&type=issue&issueNumber=03&date=2026-03-19T05%3A44%3A39.731Z&companies=cursor%2Copenai%2Canthropic%2Clangchain%2Ccognition&models=claude-code%2Ccomposer-2 not much happened today **Cursor** launched **Composer 2**, a frontier-class coding model with major cost reductions and strong benchmark scores like **61.3 on CursorBench** and **73.7 on SWE-bench Multilingual**. The model https://prismix.dev/news/cfece94d43af 2026-05-20 monthly 0.7 https://prismix.dev/news/668d950a2063 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202603/MIT-Scene-Understanding-01-press.jpg?itok=GpWqJHl6 Generative AI improves a wireless vision system that sees through obstructions With this new technique, a robot could more accurately detect hidden objects or understand an indoor scene using reflected Wi-Fi signals. https://prismix.dev/news/abffa97ce5fb 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202603/MIT-LLMUncertainty-01-press.jpg?itok=zigfCUvv A better method for identifying overconfident large language models This new metric for measuring uncertainty could flag hallucinations and help users know whether to trust an AI model. https://prismix.dev/news/ae4f1c7f20d5 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/agentic-ai-aiq-blueprint-blog-gtc26-press-1920x1080-1-768x432.png How to Build Deep Agents for Enterprise Search with NVIDIA AI-Q and LangChain While consumer AI offers powerful capabilities, workplace tools often suffer from disjointed data and limited context. Built with LangChain, the NVIDIA AI-Q... https://prismix.dev/news/d0a23d5d2a9d 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!49G2!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fce867601-79e5-4519-9e6d-8ae221c08f0b_2400x1800.webp GPT 5.4 is a big step for Codex On evaluating and understanding the frontier of agents, and why I still turn to Claude. https://prismix.dev/news/8a248534790d 2026-05-20 monthly 0.7 https://prismix.dev/news/04053fca08ad 2026-05-20 monthly 0.7 https://prismix.dev/news/b24e665b04a9 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=MiniMax+2.7%3A+GLM-5+at+1%2F3+cost+SOTA+Open+Model&description=**MiniMax+M2.7**+is+the+headline+model+release%2C+described+as+a+%22self-evolving+agent%22+with+strong+performance+metrics+including+**56.22%25+on+SWE-Pro**%2C+**57.0%25+on+Terminal+Bench+2**%2C+and+parity+with+**Sonnet+4.6**.+It+features+recursive+self-improvement+in+skills%2C+memory%2C+and+architecture.+**Artificial+Analysis**+places+M2.7+on+the+cost%2Fperformance+frontier+with+an+Intelligence+Index+score+of+**50**%2C+matching+**GLM-5+%28Reasoning%29**+but+at+a+fraction+of+the+cost.+Distribution+is+available+via+platforms+like+**Ollama+cloud**+and+**OpenRouter**.+**Xiaomi%E2%80%99s+MiMo-V2-Pro**+is+noted+as+a+serious+Chinese+API-only+reasoning+model+with+a+score+of+**49**+on+the+Intelligence+Index+and+favorable+token+efficiency.+**Cartesia%E2%80%99s+Mamba-3**+is+highlighted+as+an+SSM+optimized+for+inference-heavy+use%2C+with+early+reactions+focusing+on+hybrid+transformer+architectures+like+**Qwen3.5**+and+**Kimi+Linear**.+The+report+emphasizes+a+shift+from+prompting+to+harness+engineering%2C+where+the+execution+environment+and+agent+harnesses%2C+including+skills+and+MCP%2C+are+becoming+key+differentiators+in+AI+system+design.+This+includes+discussions+on+tools%2C+repo+legibility%2C+constraints%2C+and+feedback+loops%2C+with+mentions+of+**DSPy**+and+**GPT-5.4+mini**+as+important+components+in+this+evolving+landscape.&type=issue&issueNumber=03&date=2026-03-18T05%3A44%3A39.731Z&companies=minimax%2Cxiaomi%2Cartificial-analysis%2Collama%2Ctrae%2Cyupp%2Copenrouter%2Cvercel%2Czo%2Copencode%2Ckilocode%2Ccartesia&models=minimax-m2.7%2Csonnet-4.6%2Cglm-5%2Cmimo-v2-pro%2Cmamba-3%2Cqwen-3.5%2Ckimi-k2.5%2Cgpt-5.4-mini MiniMax 2.7: GLM-5 at 1/3 cost SOTA Open Model **MiniMax M2.7** is the headline model release, described as a "self-evolving agent" with strong performance metrics including **56.22% on SWE-Pro**, **57.0% on Terminal Bench 2**, and parity with **S https://prismix.dev/news/acb829facf1e 2026-05-20 monthly 0.7 https://prismix.dev/news/b119c2eb995a 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202602/mitei-china-seminar-nicholas-burns.jpg?itok=JRTDethV Sustaining diplomacy amid competition in US-China relations At MIT, former U.S. ambassador to China Nicholas Burns highlights climate change as an area for diplomatic engagement, while exploring areas including China's emphasis on STEM education. https://prismix.dev/news/79114cd1b017 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202602/mit-ibm-seed-to-signal.jpg?itok=KhVDGaMj MIT-IBM Watson AI Lab seed to signal: Amplifying early-career faculty impact Academia-industry relationship is an early-stage accelerator, supporting professional progress and research. https://prismix.dev/news/914848ff98af 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/378072?s=60&v=4 v2.29.0 2.29.0 (2026-03-17) Full Changelog: v2.28.0...v2.29.0 Features api: 5.4 nano and mini model slugs ( 3b45666 ) api: add /v1/videos endpoint to batches create method ( c0e7a16 ) api: add defer_loading f https://prismix.dev/news/2fc4403eaf56 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/telco-promo-pack-ai-grid-tech-blog-1480x830-1-768x431.png Building the AI Grid with NVIDIA: Orchestrating Intelligence Everywhere AI-native services are exposing a new bottleneck in AI infrastructure: As millions of users, agents, and devices demand access to intelligence, the challenge is... https://prismix.dev/news/c52b08d09cf8 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/62543749b777cd32720675c2/6SncRLSzbOb4IubAj2qyN.png State of Open Source on Hugging Face: Spring 2026 Back to Articles State of Open Source on Hugging Face: Spring 2026 Team Article Published March 17, 2026 Upvote 86 Avijit Ghosh evijit huggingface Lucie-Aimée Kaffee frimelle huggingface Yacine Jernit https://prismix.dev/news/a913d2c931b4 2026-05-20 monthly 0.7 https://cdn.stackoverflow.co/images/jo7n4k8s/production/e35a0c5eb319e7928c9ac0a2c2c782d29e644876-3120x1640.png?rect=0,1,3120,1638&w=1200&h=630&auto=format Keeping the lights on for open source Ryan sits down with Chainguard CEO Dan Lorenc to chat about how his team is keeping the foundation of the internet—open source projects—alive by forking archived but widely-used repos to provide secur https://prismix.dev/news/b57aa9450c4c 2026-05-20 monthly 0.7 https://prismix.dev/news/df066458993a 2026-05-20 monthly 0.7 https://prismix.dev/news/9b6496c481ab 2026-05-20 monthly 0.7 https://prismix.dev/news/7610a609856a 2026-05-20 monthly 0.7 https://prismix.dev/news/cebc025e893a 2026-05-20 monthly 0.7 https://prismix.dev/news/c0a1c8593727 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/682c3e22650f6bbe33bb9d94/ZrDLn6Wer5-TM_okKVmZ2.png Holotron-12B - High Throughput Computer Use Agent Back to Articles Holotron-12B - High Throughput Computer Use Agent Team Article Published March 17, 2026 Upvote 22 Pierre-Louis Cedoz plcedoz38 Hcompany Hamza Benchekroun hamza-hcompany Hcompany Aurél https://prismix.dev/news/c548e0baf25c 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**OpenAI**+released+**GPT-5.4+mini**+and+**GPT-5.4+nano**%2C+their+most+capable+small+models+optimized+for+coding%2C+multimodal+understanding%2C+and+subagents%2C+featuring+a+**400k+context+window**+and+over+**2x+speed**+compared+to+GPT-5+mini.+The+mini+model+approaches+larger+GPT-5.4+performance+while+using+only+**30%25+of+Codex+quota**%2C+becoming+the+default+for+many+coding+workflows.+Pricing+concerns+and+truthfulness+tradeoffs+were+noted%2C+with+mixed+third-party+evaluations+on+reasoning+and+resistance+to+false+premises.+OpenAI+also+addressed+behavior+tuning+issues+in+a+recent+update.+Meanwhile%2C+agent+infrastructure+is+evolving+with+secure+code+execution+and+orchestration+tools+like+**LangChain%27s+LangSmith+Sandboxes**+and+**Open+SWE**%2C+inspired+by+internal+systems+at+**Stripe%2C+Ramp%2C+and+Coinbase**.+Subagents+and+secure+execution+are+now+key+product+features%2C+with+releases+like+**Hermes+Agent+v0.3.0**+showcasing+plugin+architectures%2C+live+Chrome+control%2C+and+voice+mode.+Research+on+attention+mechanisms%2C+including+**Attention+Residuals**+and+vertical+attention%2C+is+gaining+traction.&type=issue&issueNumber=03&date=2026-03-17T05%3A44%3A39.731Z&companies=openai%2Clangchain%2Cstripe%2Cramp%2Ccoinbase%2Cnous-research%2Chermes-agent&models=gpt-5.4-mini%2Cgpt-5.4-nano%2Cgpt-5.4%2Ccodex not much happened today **OpenAI** released **GPT-5.4 mini** and **GPT-5.4 nano**, their most capable small models optimized for coding, multimodal understanding, and subagents, featuring a **400k context window** and over * https://prismix.dev/news/9fad639808c3 2026-05-20 monthly 0.7 https://prismix.dev/news/5c829579da64 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/image1-copy-768x432.png Using Simulation to Build Robotic Systems for Hospital Automation Healthcare faces a structural demand–capacity crisis: a projected global shortfall of ~10 million clinicians by 2030, billions of diagnostic exams annually... https://prismix.dev/news/3904a32130d2 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/01/dgx-vera-rubin-nvl72-768x432.png Introducing NVIDIA BlueField-4-Powered CMX Context Memory Storage Platform for the Next Frontier of AI AI‑native organizations increasingly face scaling challenges as agentic AI workflows drive context windows to millions of tokens and models scale toward... https://prismix.dev/news/dd1977c3a3d7 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/inference-press-dynamo-gtc26-4960950-1920x1080-1-768x432.png How NVIDIA Dynamo 1.0 Powers Multi-Node Inference at Production Scale Reasoning models are growing rapidly in size and are increasingly being integrated into agentic AI workflows that interact with other models and external tools.... https://prismix.dev/news/2b4e485c7e28 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/four-stacked-nvidia-dgx-spark-768x432.png Scaling Autonomous AI Agents and Workloads with NVIDIA DGX Spark Autonomous AI agents are driving the next wave of AI innovation. These agents must often manage long-running tasks that use multiple communication channels and... https://prismix.dev/news/9df0232433bc 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/DSX-Air-768x432.png Design, Simulate, and Scale AI Factory Infrastructure with NVIDIA DSX Air Building AI factories is complex and requires efficient integration across compute, networking, security, and storage systems. To achieve rapid Time to AI and... https://prismix.dev/news/253ac912978b 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/Vera-CPU-768x432.png NVIDIA Vera CPU Delivers High Performance, Bandwidth, and Efficiency for AI Factories AI is evolving, and reasoning models are increasing token demand, placing new requirements on every layer of AI infrastructure. More than ever, compute must... https://prismix.dev/news/f87f8e288949 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/agentic-ai-enterprise-agents-gtc26-press-1920x1080-1-768x432.png Run Autonomous, Self-Evolving Agents More Safely with NVIDIA OpenShell AI has evolved from assistants following your directions to agents that act independently. Called claws, these agents can take a goal, figure out how to achieve... https://prismix.dev/news/14b3f6c07cda 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/LPX-Rack-768x432.png Inside NVIDIA Groq 3 LPX: The Low-Latency Inference Accelerator for the NVIDIA Vera Rubin Platform NVIDIA Groq 3 LPX is a new rack-scale inference accelerator for the NVIDIA Vera Rubin platform, designed for the low-latency and large-context demands of... https://prismix.dev/news/885583f095de 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/nvidia-vera-rubin-pod-768x432.jpg NVIDIA Vera Rubin POD: Seven Chips, Five Rack-Scale Systems, One AI Supercomputer Artificial intelligence is token-driven. Every prompt, reasoning step, and agent interaction generates tokens. Over the past year, token consumption has grown... https://prismix.dev/news/98733ef7f2ee 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/Newton-Tasks.webp Newton Adds Contact-Rich Manipulation and Locomotion Capabilities for Industrial Robotics Physics forms the foundation of robotic simulation, enabling realistic modeling of motion and interaction. For tasks like locomotion and manipulation,... https://prismix.dev/news/5a9ea20a0ebd 2026-05-20 monthly 0.7 https://cdn.stackoverflow.co/images/jo7n4k8s/production/837a9d718f42041b365ee09f006b7427b0222f95-2400x1260.png?w=1200&h=630&auto=format Domain expertise still wanted: the latest trends in AI-assisted knowledge for developers In February, we surveyed our users with research designed in partnership with OpenAI and found out that more developers than ever are using AI at work to learn, they are using other traditional online https://prismix.dev/news/da82b464b885 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/07ccf41a-ab0e-4cb6-b24b-234ec18c39a7_3182x1790.png What comes next with open models Markets, capabilities, cope, and bewilderment in the industrialization of language models. https://prismix.dev/news/c165d5334ed0 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!3yYS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258.png ImportAI 449: LLMs training other LLMs; 72B distributed training run; computer vision is harder than generative text Will AI cause a political interregnum https://prismix.dev/news/92c97b8e7c1b 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**Moonshot%27s+Attention+Residuals**+paper+introduced+an+input-dependent+attention+mechanism+over+prior+layers+with+a+**1.25x+compute+advantage**+and+less+than+**2%25+inference+latency+overhead**%2C+validated+on+**Kimi+Linear+48B+total+%2F+3B+active**.+The+paper+sparked+debate+on+novelty+versus+prior+art+like+**DeepCrossAttention**+and+Google%E2%80%99s+earlier+work%2C+highlighting+tensions+in+**idea+novelty**%2C+**citation+quality**%2C+and+**frontier-scale+validation**.+**OpenAI%27s+Codex**+showed+strong+momentum+with+over+**2M+weekly+active+users**%2C+nearly+**4x+growth+YTD**%2C+and+**GPT-5.4**+hitting+**5T+tokens%2Fday**+and+a+**%241B+annualized+run-rate**.+Codex+added+subagents+supporting+multi-agent+coding+workflows.+Infrastructure+for+coding+agents+matured+with+tools+like+**Context+Hub+%2F+chub**+supporting+agent+feedback+loops%2C+**AssemblyAI%27s+skill**+for+Claude+Code+and+Codex%2C+and+automated+skill+extraction+from+GitHub+repos+yielding+**40%25+knowledge-transfer+gains**.+**LangChain**+launched+**LangGraph+CLI**+and+open-sourced+**Deep+Agents**%2C+recreating+top+coding+agent+workflows+with+planning%2C+filesystem+ops%2C+shell+access%2C+and+sub-agents.&type=issue&issueNumber=03&date=2026-03-16T05%3A44%3A39.731Z&companies=moonshot%2Copenai%2Cassemblyai%2Clangchain&models=kimi-linear-48b%2Ccodex%2Cgpt-5.4%2Cclaude-code not much happened today **Moonshot's Attention Residuals** paper introduced an input-dependent attention mechanism over prior layers with a **1.25x compute advantage** and less than **2% inference latency overhead**, validat https://prismix.dev/news/0265c65d6bf0 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/in/378072?s=60&v=4 v2.28.0 2.28.0 (2026-03-13) Full Changelog: v2.27.0...v2.28.0 Features api: custom voices ( 50dc060 ) https://prismix.dev/news/fac559d50878 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2025/03/Cosmos-Data-Reasoning.gif Scale Synthetic Data and Physical AI Reasoning with NVIDIA Cosmos World Foundation Models The next generation of AI-driven robots like humanoids and autonomous vehicles depends on high-fidelity, physics-aware training data. Without diverse and... https://prismix.dev/news/23a4a20fcb45 2026-05-20 monthly 0.7 https://prismix.dev/news/d898835542a8 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**MCP+tools**+remain+relevant+for+deterministic+APIs+despite+ergonomic+criticisms%2C+with+new+**web+MCP+support+in+Chrome+v146**+enabling+continuous+browsing+agents.+Persistent+memory+is+emerging+as+a+key+differentiator+for+agents%2C+with+IBM+improving+task+completion+rates+and+multi-agent+memory+framed+as+a+computer+architecture+challenge.+Agent+UX+is+evolving+towards+always-on%2C+cross-device+operation%2C+exemplified+by+**Perplexity+Computer**+on+iOS+and+**Claude+Code**+session+management.+**Anthropic**+released+**Opus+4.6+1M+context**+as+default+with+no+extra+long-context+API+charges%2C+achieving+**78.3%25+on+MRCR+v2+at+1M+tokens**.+Sparse+attention+optimizations+like+**IndexCache**+in+**DeepSeek+Sparse+Attention**+yield+significant+speedups+on+large+models+with+minimal+code+changes.&type=issue&issueNumber=03&date=2026-03-13T05%3A44%3A39.731Z&companies=anthropic%2Cibm%2Cperplexity-ai%2Cllamaindex%2Cdeepseek%2Cgoogle-chrome&models=opus-4.6%2Cglm-5 not much happened today **MCP tools** remain relevant for deterministic APIs despite ergonomic criticisms, with new **web MCP support in Chrome v146** enabling continuous browsing agents. Persistent memory is emerging as a k https://prismix.dev/news/34eba0a6528d 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!pb9N!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc69b7440-299b-40a5-9a4c-726f277b8b88_1174x214.png 🎂 ThursdAI — 3rd BirthdAI: Singularity Updates Begin with Auto Researcher, Uploaded Brains, OpenClaw Mania & NVIDIA's $26B Bet on Open Source From Weights & Biases, celebrate our 3rd year in a row covering AI news, with Karpathy's mini singularity, China's full embrace of OpenClaw and uploaded brains + 3 interviews this week, don't miss! https://prismix.dev/news/feb0570cf058 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202602/mit-jameel-yau-bergamaschi-PULSE.jpg?itok=t0tTj-za Can AI help predict which heart-failure patients will worsen within a year? Researchers at MIT, Mass General Brigham, and Harvard Medical School developed a deep-learning model to forecast a patient’s heart failure prognosis up to a year in advance. https://prismix.dev/news/b142e9f0091a 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/decaying-turbulence-768x432.png Build Accelerated, Differentiable Computational Physics Code for AI with NVIDIA Warp Computer-aided engineering (CAE) is shifting from human-driven workflows toward AI-driven ones, including physics foundation models that generalize across... https://prismix.dev/news/83cf4ddbbe4d 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/02/security-social-cve-workflow-3882621-1200x628-1-e1772213795405-768x431.webp Validate Kubernetes for GPU Infrastructure with Layered, Reproducible Recipes Every AI cluster running on Kubernetes requires a full software stack that works together, from low-level driver and kernel settings to high-level operator and... https://prismix.dev/news/3ea824906517 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/autonomous-vehicle-backseat-view-768x432.jpg Build Next-Gen Physical AI with Edge‑First LLMs for Autonomous Vehicles and Robotics Physical AI is rapidly evolving, from next-generation software-defined autonomous vehicles (AVs) to humanoid robots. The challenge is no longer how to run a... https://prismix.dev/news/5ad184d23733 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!Gh3-!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc14b8b32-b659-426f-9594-175d71f7350d_1456x816.png The Shape of the Thing Where we are right now, and what likely happens next https://prismix.dev/news/2072da8c55e9 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**Harnesses%2C+agent+infrastructure%2C+and+the+MCP+protocol**+are+central+themes%2C+with+emphasis+on+how+**harnesses%2C+sandboxes%2C+filesystem+access%2C+skills%2C+memory%2C+and+observability**+shape+agent+UI%2FUX+and+runtime+environments.+Despite+jokes+about+MCP%27s+demise%2C+it+remains+vital+in+production%2C+notably+used+internally+by+**Uber**+and+supported+by+**Anthropic**.+The+**coding-agent+stack**+is+evolving+with+**CursorBench**+combining+offline+and+online+metrics+to+evaluate+models+on+**intelligence+and+efficiency**%2C+where+**GPT-5.4**+leads+in+correctness+and+token+efficiency.+Agent-assisted+development+is+splitting+between+automation-heavy+workflows+and+%22stay-in-the-loop%22+tooling%2C+with+**OpenAI**+advancing+**Codex+Automations**+featuring+worktree+vs.+branch+choices+and+UI+customization.+The+open+agent+platform+**Hermes+Agent+v0.2.0**+introduces+full+MCP+client+support%2C+ACP+server+for+editors%2C+and+expanded+provider+integrations+including+**OpenAI+OAuth**.&type=issue&issueNumber=03&date=2026-03-12T05%3A44%3A39.731Z&companies=openai%2Canthropic%2Cuber%2Cnous-research%2Ccursor_ai%2Credisinc%2Cartificialanlys%2Clangchain-js&models=gpt-5.4 not much happened today **Harnesses, agent infrastructure, and the MCP protocol** are central themes, with emphasis on how **harnesses, sandboxes, filesystem access, skills, memory, and observability** shape agent UI/UX and https://prismix.dev/news/200fad31c43c 2026-05-20 monthly 0.7 https://prismix.dev/news/25d4c9706f53 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202602/MIT-morningside-chatbots.jpg?itok=XOu2ryQK New MIT class uses anthropology to improve chatbots MIT computer science students design AI chatbots to help young users become more social, and socially confident. https://prismix.dev/news/0fba2c6e8b27 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/Copy-of-genai-social-nemotron-3-4643900-1920x1080-1-768x432.png Introducing Nemotron 3 Super: An Open Hybrid Mamba-Transformer MoE for Agentic Reasoning Agentic AI systems need models with the specialized depth to solve dense technical problems autonomously. They must excel at reasoning, coding, and long-context... https://prismix.dev/news/19b640d73482 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**NVIDIA%E2%80%99s+Nemotron+3+Super**+is+a+**120B+parameter+%2F+%7E12B+active**+open+model+featuring+a+**hybrid+Mamba-Transformer+%2F+SSM+Latent+MoE**+architecture+and+**1M+context+window**%2C+delivering+up+to+**2.2x+faster+inference+than+GPT-OSS-120B**+in+FP4+with+strong+throughput+gains.+It+supports+agentic+workloads+and+is+unusually+open+with+weights%2C+data%2C+and+infrastructure+details+released.+The+model+scored+**36+on+the+AA+Intelligence+Index**%2C+outperforming+GPT-OSS-120B+but+behind+Qwen3.5-122B-A10B.+Community+and+infrastructure+support+from+projects+like+**vLLM**%2C+**llama.cpp**%2C+**Ollama**%2C+**Together**%2C+**Baseten**%2C+**W%26B+Inference**%2C+**LangChain**%2C+and+**Unsloth+GGUFs**+was+immediate.+Key+technical+innovations+include+**native+multi-token+prediction+%28MTP%29**+and+a+significant+**KV-cache+efficiency**+advantage.+%0A%0AOn+the+product+side%2C+a+shift+towards+**persistent+agent+runtimes+and+orchestration+layers**+is+highlighted%2C+with+**Andrej+Karpathy**+advocating+for+a+%22bigger+IDE%22+concept+where+agents+replace+files+as+the+unit+of+work%2C+enabling+legible%2C+forkable+agentic+organizations+with+real-time+control.+New+launches+fitting+this+vision+include+**Perplexity%E2%80%99s+Personal+Computer**%2C+an+always-on+local%2Fcloud+hybrid+running+on+Mac+mini%2C+and+**Computer+for+Enterprise**+orchestrating+20+specialized+models+and+400%2B+apps.+**Replit+Agent+4**+offers+a+collaborative%2C+canvas-like+workflow+with+parallel+agents%2C+while+**Base44+Superagents**+provide+integrated+solutions+for+nontechnical+users.+The+engineering+focus+is+increasingly+on+the+orchestration+harness+rather+than+just+the+model.&type=issue&issueNumber=03&date=2026-03-11T05%3A44%3A39.731Z&companies=nvidia%2Cperplexity%2Creplit%2Cbase44%2Cvllm%2Cllama.cpp%2Collama%2Ctogethercompute%2Cbaseten%2Cwandb%2Clangchain%2Cunsloth&models=nemotron-3-super%2Cgpt-oss-120b%2Cqwen3.5-122b-a10b not much happened today **NVIDIA’s Nemotron 3 Super** is a **120B parameter / ~12B active** open model featuring a **hybrid Mamba-Transformer / SSM Latent MoE** architecture and **1M context window**, delivering up to **2.2x https://prismix.dev/news/5134e0fa73cb 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202603/MIT-Visual-Planning-01-press.jpg?itok=X3VZw8Xs A better method for planning complex visual tasks A new hybrid system could help robots navigate in changing environments or increase the efficiency of multirobot assembly teams. https://prismix.dev/news/403769ca6322 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202602/mit-koch-matthew-jones.jpg?itok=fQCpCxPO 3 Questions: Building predictive models to characterize tumor progression Assistant Professor Matthew Jones is working to decode molecular processes on the genetic, epigenetic, and microenvironment levels to anticipate how and when tumors evolve to resist treatment. https://prismix.dev/news/53152f6de6de 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202602/mit-media-lab-joseph-paradiso.jpg?itok=29bW0wzJ How Joseph Paradiso’s sensing innovations bridge the arts, medicine, and ecology From early motion-sensing platforms to environmental monitoring, the professor and head of the Program in Media Arts and Sciences has turned decades of cross-disciplinary research into real-world impa https://prismix.dev/news/b2178e35b5aa 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/foliage-mountain-gif.gif NVIDIA RTX Innovations Are Powering the Next Era of Game Development NVIDIA RTX ray tracing and AI-powered neural rendering technologies are redefining how games are made, enabling a new standard for visuals and performance. At... https://prismix.dev/news/31b4c02bcf98 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/Reliable-AI-Coding-e1772828712460-768x433.webp Reliable AI Coding for Unreal Engine: Improving Accuracy and Reducing Token Costs Agentic code assistants are moving into daily game development as studios build larger worlds, ship more DLCs, and support distributed teams. These assistants... https://prismix.dev/news/ecbae0be627b 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=Yann+LeCun%E2%80%99s+AMI+Labs+launches+with+a+%241.03B+seed+to+build+world+models+around+JEPA&description=**Yann+LeCun**+launched+**Advanced+Machine+Intelligence+%28AMI+Labs%29**+with+a+record+**%241.03B+seed+round**+at+a+**%243.5B+pre-money+valuation**%2C+aiming+to+build+AI+models+that+understand+the+**physical+world**+through+**world+models**+rather+than+just+language+prediction.+The+startup%2C+based+in+**Europe**+with+locations+in+**Paris**+and+**Z%C3%BCrich**%2C+is+framed+as+a+major+milestone+for+European+AI+and+backed+by+a+prominent+founding+team+including+**Alex+Lebrun**%2C+**Saining+Xie**%2C+and+**Pascale+Fung**.+The+mission+is+described+as+a+%22long-term+scientific+endeavor%22+to+create+AI+that+%22perceives%2C+learns%2C+reasons+and+acts%22+in+the+real+world.&type=issue&issueNumber=03&date=2026-03-10T05%3A44%3A39.731Z&companies=ami-labs Yann LeCun’s AMI Labs launches with a $1.03B seed to build world models around JEPA **Yann LeCun** launched **Advanced Machine Intelligence (AMI Labs)** with a record **$1.03B seed round** at a **$3.5B pre-money valuation**, aiming to build AI models that understand the **physical wo https://prismix.dev/news/25505e303fd7 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/storage-buckets/buckets-annoucement.png Introducing Storage Buckets on the Hugging Face Hub Back to Articles Introducing Storage Buckets on the Hugging Face Hub Published March 10, 2026 Update on GitHub Upvote 194 Lucain Pouget Wauplin Eliott Coyac coyotte508 Adrien Carreira XciD Victor Must https://prismix.dev/news/b8544e21ac38 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/async-rl-landscape/thumbnail.png Keep the Tokens Flowing: Lessons from 16 Open-Source RL Libraries Back to Articles Keep the Tokens Flowing: Lessons from 16 Open-Source RL Libraries Published March 10, 2026 Update on GitHub Upvote 151 Amine Dirhoussi aminediroHF Quentin Gallouédec qgallouedec Kashi https://prismix.dev/news/5c2b7dc1fb7c 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/02/cube-768x432.png CUDA 13.2 Introduces Enhanced CUDA Tile Support and New Python Features CUDA 13.2 arrives with a major update: NVIDIA CUDA Tile is now supported on devices of compute capability 8.X architectures (NVIDIA Ampere and NVIDIA Ada), as... https://prismix.dev/news/ae6c0e1c2df9 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2024/07/stacked-geometric-shapes-1-768x432.jpg Implementing Falcon-H1 Hybrid Architecture in NVIDIA Megatron Core In the rapidly evolving landscape of large language model (LLM) development, NVIDIA Megatron Core has emerged as the foundational framework for training massive... https://prismix.dev/news/8173106f0489 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/ai-data-768x432.png Enhancing Distributed Inference Performance with the NVIDIA Inference Transfer Library Deploying large language models (LLMs) requires large-scale distributed inference, which spreads model computation and request handling across many GPUs and... https://prismix.dev/news/3396f3f54aae 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/genai-mixture-of-experts-blog-3105601-1920x1080-1-768x432.jpg Removing the Guesswork from Disaggregated Serving Deploying and optimizing large language models (LLMs) for high-performance, cost-effective serving can be an overwhelming engineering problem. The ideal... https://prismix.dev/news/d7ca73147dc4 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!3yYS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258.png Import AI 448: AI R&D; Bytedance's CUDA-writing agent; on-device satellite AI If Ukraine is the first major drone war, when will there be the first major AI war? https://prismix.dev/news/d02b3f04ef29 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=Autoresearch%3A+Sparks+of+Recursive+Self+Improvement&description=**RSI**+covers+AI+developments+from+3%2F5%2F2026+to+3%2F9%2F2026%2C+highlighting+the+emergence+of+**LLMs+autonomously+training+smaller+LLMs**%2C+marking+a+significant+%22AutoML+moment%22+in+AI+progress.+**Karpathy**+and+**Yi+Tay**+discuss+%22vibe+training%2C%22+where+AI+models+fix+bugs+and+improve+code+autonomously%2C+suggesting+models+may+soon+surpass+human+debugging+efficiency.+The+report+anticipates+**Jakub+Pachocki%27s+Automated+AI+Research+Intern**+system+by+September+2026+to+accelerate+human+researchers.+On+AI+Twitter%2C+the+focus+is+on+**coding+agents**+shifting+bottlenecks+from+implementation+to+review+and+verification%2C+with+**Anthropic%27s+Claude+Code+Review**+improving+PR+review+effectiveness+significantly%2C+and+tools+like+**OpenAI+Codex+Review**+and+**Cognition%27s+Devin+Review**+enhancing+code+review+workflows.+Harness+engineering+is+evolving+into+systems+engineering%2C+emphasizing+decoupling+agent+storage+from+compute+for+collaborative+agent+teams.&type=issue&issueNumber=03&date=2026-03-09T05%3A44%3A39.731Z&companies=anthropic%2Copenai%2Ccognition&models=claude-3%2Ccodex Autoresearch: Sparks of Recursive Self Improvement **RSI** covers AI developments from 3/5/2026 to 3/9/2026, highlighting the emergence of **LLMs autonomously training smaller LLMs**, marking a significant "AutoML moment" in AI progress. **Karpathy** https://prismix.dev/news/4653e932f891 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202603/MIT-Concept-Bottleneck-01-press.jpg?itok=LWdB-IXI Improving AI models’ ability to explain their predictions A new approach could help users know whether to trust a model’s predictions in safety-critical applications like health care and autonomous driving. https://prismix.dev/news/5ccb6851805d 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/ulysses/thumbnail.png Ulysses Sequence Parallelism: Training with Million-Token Contexts Back to Articles Ulysses Sequence Parallelism: Training with Million-Token Contexts Published March 9, 2026 Update on GitHub Upvote 28 Kashif Rasul kashif Stas Bekman stas Training large language mode https://prismix.dev/news/0052db55dfd7 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/lerobot-release-v050/thumbnail.png LeRobot v0.5.0: Scaling Every Dimension Back to Articles LeRobot v0.5.0: Scaling Every Dimension Published March 9, 2026 Update on GitHub Upvote 41 Steven Palma imstevenpmwork Pepijn Kooijmans pepijn223 Jade Choghari jadechoghari Caroline P https://prismix.dev/news/08bdaf3d9877 2026-05-20 monthly 0.7 https://zed.dev/img/post/studant-plan/thumbnail.webp Introducing Zed for Education Empowering the next generation of developers with Zed's Pro features, free for one year. https://prismix.dev/news/fe4117756d65 2026-05-20 monthly 0.7 https://prismix.dev/news/cc2fed7ba1be 2026-05-20 monthly 0.7 https://prismix.dev/news/d03e8858e0fe 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**OpenAI**+rolled+out+**GPT-5.4**%2C+achieving+tied+**%231**+on+the+**Artificial+Analysis+Intelligence+Index**+with+**Gemini+3.1+Pro+Preview**+scoring+**57**+%28up+from+51+for+GPT-5.2+xhigh%29.+GPT-5.4+features+a+larger+**%7E1.05M+token**+context+window+and+higher+per-token+prices+%28%242.50%2F%2415+vs+%241.75%2F%2414+for+GPT-5.2%29%2C+with+strengths+in+**physics+reasoning+%28CritPt%29**+and+**agentic+coding+%28TerminalBench+Hard%29**+but+a+higher+hallucination+rate+and+**%7E28%25+higher+benchmark+run+cost**.+The+**GPT-5.4+Pro**+variant+shows+a+**%2B10+point+jump**+on+CritPt+reaching+**30%25**+but+at+an+extreme+output+token+cost+of+**%24180+%2F+1M+tokens**.+Community+benchmarks+show+GPT-5.4+excels+in+agentic%2Fcoding+tasks+but+mixed+feedback+on+reasoning+efficiency+and+literalness+compared+to+**Claude**.+OpenAI+updated+agent+prompting+guidance+for+GPT-5.4+API+users%2C+emphasizing+tool+use%2C+structured+outputs%2C+and+verification+loops.+**Claude+Code**+added+local+scheduled+tasks+and+loop+patterns+for+agents.+The+**MCP**+framework+is+highlighted+as+a+connective+tissue+for+AI+evaluation+and+design-code+round-trips%2C+with+**Truesight+MCP**+enabling+AI+evaluation+like+unit+testing+and+**Figma+MCP+server**+supporting+bidirectional+design-code+integration.+Open-source+**T3+Code**+launched+as+an+agent+orchestration+coding+app+built+on+Codex+CLI.&type=issue&issueNumber=03&date=2026-03-06T05%3A44%3A39.731Z&companies=openai%2Cartificial-analysis%2Cgemini%2Cclaude%2Cmit%2Cfigma%2Cgithub&models=gpt-5.4%2Cgpt-5.2%2Cgemini-3.1-pro not much happened today **OpenAI** rolled out **GPT-5.4**, achieving tied **#1** on the **Artificial Analysis Intelligence Index** with **Gemini 3.1 Pro Preview** scoring **57** (up from 51 for GPT-5.2 xhigh). GPT-5.4 featur https://prismix.dev/news/a9ed68e2475a 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!8MN9!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F40c91044-d27d-4903-972d-0f1a9bbed2e5_1200x675.png ThursdAI - Mar 5 - OpenAI's GPT-5.4 Solves a 20-Year Math Problem, Anthropic Gets Designated a Supply Chain Risk, Qwen Drama Unfolds From Weights & Biases, we were hoping for a chill "Anthropic vs Gov" week, but then OpenAI dropped GPT 5.4 in the middle of our live stream + Qwen models and corpo drama, Stepfun 3.5 and wolfbench.ai https://prismix.dev/news/e7e67a5dbf66 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/CUDA-Tile-Flash-Attention-768x431.png Tuning Flash Attention for Peak Performance in NVIDIA CUDA Tile In this post, we dive into one of the most critical workloads in modern AI: Flash Attention, where you’ll learn: How to implement Flash Attention using NVIDIA... https://prismix.dev/news/2b04a3f09d14 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/Floating-Point-CUB.webp Controlling Floating-Point Determinism in NVIDIA CCCL A computation is considered deterministic if multiple runs with the same input data produce the same bitwise result. While this may seem like a simple property... https://prismix.dev/news/b0e77e1b4e58 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!7CIi!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F634f5655-f362-4494-80ff-38c095b9caaf_2846x1128.png Olmo Hybrid and future LLM architectures The latest Olmo model and discussions at the frontier of open-source post training tools. https://prismix.dev/news/058383c4e538 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/652d3409a7275ea70302b30c/gXqFpO7MoXWDcrmViQY-1.jpeg Bringing Robotics AI to Embedded Platforms: Dataset Recording, VLA Fine‑Tuning, and On‑Device Optimizations Back to Articles Bringing Robotics AI to Embedded Platforms: Dataset Recording, VLA Fine‑Tuning, and On‑Device Optimizations Enterprise Article Published March 5, 2026 Upvote 18 Gaetan Bahl gbahlnxp n https://prismix.dev/news/4b28eb9a2469 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=GPT+5.4%3A+SOTA+Knowledge+Work+-and-+Coding+-and-+CUA+Model%2C+OpenAI+is+so+very+back&description=**OpenAI**+launched+**GPT-5.4**+and+**GPT-5.4+Pro**+with+unified+mainline+and+Codex+models%2C+featuring+**native+computer+use**%2C+up+to+**%7E1M+token+context**%2C+and+efficiency+improvements+including+a+new+**Codex+%60%2Ffast%60+mode**.+Benchmarks+showed+strong+results+like+**OSWorld-Verified+75.0%25**+surpassing+human+baseline+and+**GDPval+83%25**+against+industry+pros.+User+feedback+highlighted+coding+utility+but+raised+concerns+about+pricing+and+overthinking.+Integration+with+devtools+like+**Cursor**%2C+**Perplexity**%2C+and+**Arena**+was+announced.+In+systems+research%2C+**FlashAttention-4+%28FA4%29**+was+introduced+with+near-matmul+speed+attention+on+**Blackwell**+GPUs%2C+featuring+innovations+like+**polynomial+exp+emulation**+and+**online+softmax**.+*%22Steering+mid-response%22*+and+*%22fewer+tokens%2C+faster+speed%22*+were+emphasized+as+UX+and+efficiency+improvements.&type=issue&issueNumber=03&date=2026-03-05T05%3A44%3A39.731Z&companies=openai%2Ccursor_ai%2Cperplexity_ai%2Carena&models=gpt-5.4%2Cgpt-5.4-pro GPT 5.4: SOTA Knowledge Work -and- Coding -and- CUA Model, OpenAI is so very back **OpenAI** launched **GPT-5.4** and **GPT-5.4 Pro** with unified mainline and Codex models, featuring **native computer use**, up to **~1M token context**, and efficiency improvements including a new https://prismix.dev/news/2207a1b2fa24 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/modular-diffusers/thumbnail.png Introducing Modular Diffusers - Composable Building Blocks for Diffusion Pipelines Back to Articles Introducing Modular Diffusers - Composable Building Blocks for Diffusion Pipelines Published March 5, 2026 Update on GitHub Upvote 51 YiYi Xu YiYiXu Alvaro Somoza OzzyGT Dhruv Nair dn https://prismix.dev/news/e306bf155943 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**Gemini+3.1+Flash-Lite**+is+highlighted+by+**Demis+Hassabis**+for+its+speed+and+cost-efficiency%2C+focusing+on+latency+and+cost+per+capability+rather+than+raw+performance.+**NotebookLM+Studio**+introduces+a+new+feature+for+generating+immersive+cinematic+video+overviews.+Rumors+about+**GPT-5.4**+suggest+a+%7E1+million+token+context+window+and+an+%22extreme+reasoning+mode%22+for+long-horizon+tasks%2C+with+speculation+about+monthly+model+updates+from+**OpenAI**.+**Anthropic%27s+Claude+Opus+4.6**+is+noted+for+strong+general+agent+behavior+but+weaker+visual+mathematics+performance.+**Alibaba%27s+Qwen**+team+faces+leadership+exits+and+restructuring%2C+with+concerns+about+compute+access+and+organizational+changes.+Qwen+models+dominate+research+workflows%2C+appearing+in+41%25+of+Hugging+Face+papers+in+2025-2026%2C+raising+ecosystem+dependence+risks.+The+open-weight+model+landscape+may+consolidate+around+non-profits%2C+**NVIDIA**%2C+and+**Meta**+due+to+business+incentives.&type=issue&issueNumber=03&date=2026-03-04T05%3A44%3A39.731Z&companies=google-deepmind%2Copenai%2Canthropic%2Calibaba%2Cnvidia%2Cmeta-ai-fair%2Chugging-face&models=gemini-3.1-flash-lite%2Cgpt-5.4%2Cclaude-opus-4.6%2Cqwen-3.5%2Cqwen not much happened today **Gemini 3.1 Flash-Lite** is highlighted by **Demis Hassabis** for its speed and cost-efficiency, focusing on latency and cost per capability rather than raw performance. **NotebookLM Studio** introdu https://prismix.dev/news/88f736d32c7c 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202603/MIT-Bayesian-Opt-01a-press.jpg?itok=mV7P_iB5 A “ChatGPT for spreadsheets” helps solve difficult engineering challenges faster The approach could help engineers tackle extremely complex design problems, from power grid optimization to vehicle design. https://prismix.dev/news/5e94bef07d4c 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/Inference-Game-Agents-768x432.png How to Minimize Game Runtime Inference Costs with Coding Agents NVIDIA ACE is a suite of technologies for building AI agents for gaming. ACE provides ready-to-integrate cloud and on-device AI models for every part of in-game... https://prismix.dev/news/1de3462e2da3 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/02/JuliaHub-768x432.jpg cuTile.jl Brings NVIDIA CUDA Tile-Based Programming to Julia NVIDIA CUDA Tile is one of the most significant additions to NVIDIA CUDA programming and unlocks automatic access to tensor cores and other specialized... https://prismix.dev/news/8a924fa243d4 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/68e529af513e724edd8702f6/zMyALdakGbN6SDG3ucmLd.jpeg PRX Part 3 — Training a Text-to-Image Model in 24h! Back to Articles PRX Part 3 — Training a Text-to-Image Model in 24h! Team Article Published March 3, 2026 Upvote 64 David Bertoin Bertoin Photoroom Roman Frigg photoroman Photoroom Jon Almazán jon-alm https://prismix.dev/news/1bf33a17da6a 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!e_rH!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe8c9fc29-d070-40a9-aa6e-548ec4a81714_1792x629.jpeg Latest open artifacts (#19): Qwen 3.5, GLM 5, MiniMax 2.5 — Chinese labs' latest push of the frontier Welcome to the year of the horse! https://prismix.dev/news/8fbbdbe8573d 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**Google+DeepMind**+launched+**Gemini+3.1+Flash-Lite**%2C+emphasizing+*dynamic+thinking+levels*+for+adjustable+compute%2C+with+notable+metrics+like+**%240.25%2FM+input**%2C+**%241.50%2FM+output**%2C+**1432+Elo+on+LMArena**%2C+and+**2.5%C3%97+faster+time-to-first-token**+than+Gemini+2.5+Flash.+It+supports+a+**1M+context+window**+and+high+throughput+for+multimodal+inputs+including+text%2C+images%2C+video%2C+audio%2C+and+PDFs.+**OpenAI**+rolled+out+**GPT-5.3+Instant**+to+all+ChatGPT+users%2C+improving+conversational+naturalness+and+reducing+hallucinations+by+**26.8%25+with+search**.+The+upcoming+**GPT-5.4**+was+teased+amid+speculation.+**Alibaba%27s+Qwen**+faces+leadership+exits%2C+raising+concerns+about+its+future+and+open-source+status.+The+news+highlights+advancements+in+model+efficiency%2C+pricing%2C+and+multimodality%2C+alongside+organizational+changes+impacting+AI+development.&type=issue&issueNumber=03&date=2026-03-03T05%3A44%3A39.731Z&companies=google-deepmind%2Cgoogle%2Copenai%2Calibaba&models=gemini-3.1-flash-lite%2Cgemini-3%2Cgpt-5.3%2Cgpt-5.4%2Cqwen not much happened today **Google DeepMind** launched **Gemini 3.1 Flash-Lite**, emphasizing *dynamic thinking levels* for adjustable compute, with notable metrics like **$0.25/M input**, **$1.50/M output**, **1432 Elo on LMA https://prismix.dev/news/90c885eacc44 2026-05-20 monthly 0.7 https://images.zed.dev/blog/hidden-gems-part-3/thumbnail.webp Hidden Gems: Part 3 Favorite workflows and hidden features from the Zed team and community. https://prismix.dev/news/d8b2c806a7b9 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!3yYS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258.png Import AI 447: The AGI economy; testing AIs with generated games; and agent ecologies What might a superintelligence arcology be like? https://prismix.dev/news/5f737f4c0743 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**Alibaba**+released+the+**Qwen+3.5**+series+with+models+ranging+from+**0.8B+to+9B**+parameters%2C+featuring+**native+multimodality**%2C+**scaled+reinforcement+learning**%2C+and+targeting+**edge+and+lightweight+agent**+deployments.+The+models+support+very+long+context+windows+up+to+**262K+tokens**+%28extendable+to+1M%29+and+use+a+novel+**Gated+DeltaNet+hybrid+attention**+architecture+combining+linear+and+full+attention+layers.+Deployment+examples+include+**Ollama**+and+**LM+Studio**%2C+with+a+notable+**6-bit+on-device+demo+on+iPhone+17+Pro**.+Evaluators+are+cautioned+that+reasoning+is+disabled+by+default+on+smaller+models.+In+coding+agents%2C+**Codex+5.3**+shows+promising+benchmark+results+on+**WeirdML**+with+**79.3%25**+accuracy%2C+though+availability+and+downtime+remain+critical+challenges%2C+especially+highlighted+by+**Claude**+outages.+Agent+reliability+and+observability+are+emphasized+as+cross-functional+problems+requiring+clear+success+criteria+and+practical+evaluation+strategies.+Studies+show+that+using+**AGENTS.md**+and+**SKILL.md**+guardrails+can+significantly+reduce+runtime+and+token+usage+by+mitigating+worst-case+thrashing+in+coding+workflows.&type=issue&issueNumber=03&date=2026-03-02T05%3A44%3A39.731Z&companies=alibaba%2Collama%2Clm-studio%2Copenai%2Canthropic&models=qwen-3.5-0.8b%2Cqwen-3.5-2b%2Cqwen-3.5-4b%2Cqwen-3.5-9b%2Ccodex-5.3%2Cclaude-3 not much happened today **Alibaba** released the **Qwen 3.5** series with models ranging from **0.8B to 9B** parameters, featuring **native multimodality**, **scaled reinforcement learning**, and targeting **edge and lightwe https://prismix.dev/news/8f461eafcbb9 2026-05-20 monthly 0.7 https://zed.dev/api/og?title=We%20Overhauled%20Our%20Terms%20of%20Service%20and%20Privacy%20Policy We Overhauled Our Terms of Service and Privacy Policy Effective March 2, 2026, we're updating our Terms of Service, Privacy Policy, and related documentation. Our privacy commitments have not changed. https://prismix.dev/news/bb3529d14a12 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/02/ai-reasoning-networking-768x432.png Building Telco Reasoning Models for Autonomous Networks with NVIDIA NeMo Autonomous networks are quickly becoming one of the top priorities in telecommunications. According to the latest NVIDIA State of AI in Telecommunications... https://prismix.dev/news/23a79d72a664 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/02/image6-768x431.png 5 New Digital Twin Products Developers Can Use to Build 6G Networks To make 6G a reality, the telecom industry must overcome a fundamental challenge: how to design, train, and validate AI-native networks that are too complex to... https://prismix.dev/news/55bdc489d37f 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/02/qwen3-5-768x432.png Develop Native Multimodal Agents with Qwen3.5 VLM Using NVIDIA GPU-Accelerated Endpoints Alibaba has introduced the new open source Qwen3.5 series built for native multimodal agents. The first model in this series is a ~400B parameter native... https://prismix.dev/news/3b39491243ec 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/02/genai-visual-mixture-of-experts-3105423-e1772062206929-768x432.webp Maximizing GPU Utilization with NVIDIA Run:ai and NVIDIA NIM Organizations deploying LLMs are challenged by inference workloads with different resource requirements. A small embedding model might use only a few gigabytes... https://prismix.dev/news/c2090e8de2cb 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=OpenAI+closes+%24110B+raise+from+Amazon%2C+NVIDIA%2C+SoftBank+in+largest+startup+fundraise+in+history+%40+%24840B+post-money&description=**OpenAI**+has+closed+a+major+funding+round+totaling+**%24110+billion**+at+a+**%24730+billion+pre-money+valuation**%2C+with+investments+from+**SoftBank+%28%2430B%29**%2C+**NVIDIA+%28%2430B%29**%2C+and+**Amazon+%28%2450B%29**.+Key+user+metrics+include+**1.6+million+weekly+Codex+users**%2C+**over+9+million+paying+business+users**+of+ChatGPT%2C+and+**more+than+900+million+weekly+active+ChatGPT+users**+with+**50+million+consumer+subscribers**.+The+partnership+with+Amazon+includes+exclusive+cloud+services+and+**2+gigawatts+of+Trainium+capacity**.+Microsoft+maintains+a+reduced+partnership+with+stateless+APIs.+This+funding+round+is+one+of+the+largest+in+history%2C+highlighting+OpenAI%27s+dominant+position+in+AI+adoption+and+infrastructure.&type=issue&issueNumber=02&date=2026-02-27T05%3A44%3A39.731Z&companies=openai%2Csoftbank%2Cnvidia%2Camazon%2Cmicrosoft&models=codex%2Cchatgpt OpenAI closes $110B raise from Amazon, NVIDIA, SoftBank in largest startup fundraise in history @ $840B post-money **OpenAI** has closed a major funding round totaling **$110 billion** at a **$730 billion pre-money valuation**, with investments from **SoftBank ($30B)**, **NVIDIA ($30B)**, and **Amazon ($50B)**. Ke https://prismix.dev/news/21c780bcf1f7 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!RRK-!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F074b1033-9361-4a8a-893c-af4b3f7e9018_2752x1536.jpeg 📅 ThursdAI - Feb 26 - The Pentagon wants War Claude, every benchmark collapsed, and a solo founder hit $700K ARR with AI agents From Weights & Biases, this week is the closest I've felt to the AI singularity starting, bonkers 1 man AI startups crossing $700K ARR live on show, DoD vs Anthropic, Anthropic vs Chinese models & mor https://prismix.dev/news/24d9fbe65c61 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=Nano+Banana+2+aka+Gemini+3.1+Flash+Image+Preview%3A+the+new+SOTA+Imagegen+model&description=**Google+and+DeepMind**+launched+**Nano+Banana+2**+%28aka+**Gemini+3.1+Flash+Image+Preview**%29%2C+a+leading+image+generation+and+editing+model+integrated+across+multiple+Google+products+with+features+like+**4K+upscaling**%2C+**multi-subject+consistency**%2C+and+**real-time+search-conditioned+generation**.+Evaluations+rank+it+%231+in+text-to-image+tasks+with+competitive+pricing.+Additionally%2C+advances+in+**agentic+coding**+are+noted+with+models+like+**GPT-5.2**%2C+**GPT-5.3+Codex**%2C+**Opus+4.6**%2C+and+**Gemini+3.1**%2C+alongside+Microsoft%27s+**Copilot+Tasks**+introducing+task+delegation.+Persistent+memory+features+are+rolling+out+in+**Claude**+models%2C+though+interoperability+challenges+remain.&type=issue&issueNumber=02&date=2026-02-26T05%3A44%3A39.731Z&companies=google%2Cgoogle-deepmind%2Cmicrosoft%2Canthropic%2Cperplexity-ai&models=gemini-3.1-flash%2Cgpt-5.2%2Cgpt-5.3-codex%2Copus-4.6%2Cclaude Nano Banana 2 aka Gemini 3.1 Flash Image Preview: the new SOTA Imagegen model **Google and DeepMind** launched **Nano Banana 2** (aka **Gemini 3.1 Flash Image Preview**), a leading image generation and editing model integrated across multiple Google products with features like https://prismix.dev/news/f95574b134a7 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202602/MIT-LongTail-01-press.jpg?itok=42nxHWis New method could increase LLM training efficiency By leveraging idle computing time, researchers can double the speed of model training while preserving accuracy. https://prismix.dev/news/8855719404fb 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/moe-transformers/thumbnail.png Mixture of Experts (MoEs) in Transformers Back to Articles Mixture of Experts (MoEs) in Transformers Published February 26, 2026 Update on GitHub Upvote 159 Aritra Roy Gosthipaty ariG23498 Pedro Cuenca pcuenq merve merve Ilyas Moutawwakil Ily https://prismix.dev/news/45c949f6fa78 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/02/image2-4-768x432.png Making Softmax More Efficient with NVIDIA Blackwell Ultra LLM context lengths are exploding, and architectures are moving toward complex attention schemes like Multi-Head Latent Attention (MLA) and Grouped Query... https://prismix.dev/news/8f69046b20d5 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/380ad0cc-566e-4e54-8862-00e2de6f269b_2670x1398.png A Dream of Spring for Open-Weight LLMs: 10 Architectures from Jan-Feb 2026 A Round Up And Comparison of 10 Open-Weight LLM Releases in Spring 2026 https://prismix.dev/news/ba64befa697e 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202602/MIT-HolisticCells-01-press.jpg?itok=QkJ5wbGS AI to help researchers see the bigger picture in cell biology By providing holistic information on a cell, an AI-driven method could help scientists better understand disease mechanisms and plan experiments. https://prismix.dev/news/043fd27694c4 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=Agentic+Engineering%3A+WTF+Happened+in+December+2025%3F&description=**Perplexity**+launched+**Computer**%2C+an+orchestration-first+agent+platform+featuring+multi-model+routing%2C+usage-based+pricing%2C+and+parallel+asynchronous+sub-agents+for+distributed+workflows.+**Andrej+Karpathy**+claims+a+%22phase+change%22+in+coding+agents+since+December%2C+highlighting+sustained+long-horizon+task+completion.+**OpenAI**+released+**GPT-5.3-Codex**+with+%7E25%25+speed+improvements+and+strong+benchmark+performance%2C+while+**Claude+Code**+celebrates+its+first+year+with+ecosystem+integrations+and+scaling+challenges.+This+marks+a+significant+shift+in+coding+workflows+and+agent-based+software+development.&type=issue&issueNumber=02&date=2026-02-25T05%3A44%3A39.731Z&companies=perplexity%2Copenai%2Canthropic%2Clangchain-ai&models=gpt-5.3-codex%2Cclaude-code Agentic Engineering: WTF Happened in December 2025? **Perplexity** launched **Computer**, an orchestration-first agent platform featuring multi-model routing, usage-based pricing, and parallel asynchronous sub-agents for distributed workflows. **Andrej https://prismix.dev/news/32653ec5b08f 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/80416abb-1851-41da-97ba-26150f154e3b_3182x1790.png How much does distillation really matter for Chinese LLMs? Reacting to Anthropic's post on "distillation attacks." https://prismix.dev/news/e0b2e18463e5 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=Anthropic+accuses+DeepSeek%2C+Moonshot%2C+and+MiniMax+of+%22industrial-scale+distillation+attacks%22.&description=**Anthropic**+alleges+*industrial-scale*+distillation+attacks+on+its+**Claude**+model+by+**DeepSeek**%2C+**Moonshot+AI**%2C+and+**MiniMax**%2C+involving+**%7E24%2C000+fraudulent+accounts**+and+**%3E16M+Claude+exchanges**+to+extract+capabilities%2C+raising+concerns+about+competitive+risks+and+safety.+The+community+debates+the+difference+between+scraping+and+API-output+extraction%2C+highlighting+a+shift+toward+protecting+models+via+*API+abuse+resistance*+techniques.+Meanwhile%2C+coding+agents+like+**Codex**+and+**Claude+Code**+see+real+adoption+and+failures%2C+with+emerging+best+practices+in+%22agentic+engineering%22+led+by+**Simon+Willison**.+The+**OpenClaw**+ecosystem+expands+with+alternatives+like+**NanoClaw**+and+integrations+such+as+**Ollama+0.17**+simplifying+open+model+usage.&type=issue&issueNumber=02&date=2026-02-24T05%3A44%3A39.731Z&companies=anthropic%2Cdeepseek%2Cmoonshot-ai%2Cminimax%2Copenai%2Collama&models=claude%2Cclaude-3%2Ccodex%2Cclaude-code Anthropic accuses DeepSeek, Moonshot, and MiniMax of "industrial-scale distillation attacks". **Anthropic** alleges *industrial-scale* distillation attacks on its **Claude** model by **DeepSeek**, **Moonshot AI**, and **MiniMax**, involving **~24,000 fraudulent accounts** and **>16M Claude exc https://prismix.dev/news/37d20c5bca5d 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=Claude+Code+Anniversary+%2B+Launches+from%3A+Qwen+3.5%2C+Cursor+Demos%2C+Cognition+Devin+2.2%2C+Inception+Mercury+2&description=**Alibaba**+launched+the+**Qwen+3.5+Medium+Model+Series**+featuring+models+like+**Qwen3.5-Flash**%2C+**Qwen3.5-35B-A3B+%28MoE%29**%2C+and+**Qwen3.5-122B-A10B+%28MoE%29**+emphasizing+efficiency+over+scale+with+innovations+like+**1M+context**+and+INT4+quantization.+**OpenAI**+released+**GPT-5.3-Codex**+via+the+**Responses+API**+with+enhanced+file+input+support+and+faster+web+socket-based+throughput.+**Anthropic**+introduced+**Claude+Code+Remote+Control**+enabling+terminal+session+continuation+from+mobile+and+expanded+enterprise+workflow+features.+**Cursor**+shifted+UX+to+agent+demo+videos+instead+of+diffs%2C+highlighting+new+interaction+modes.&type=issue&issueNumber=02&date=2026-02-24T05%3A44%3A39.731Z&companies=alibaba%2Copenai%2Canthropic%2Ccursor%2Chuggingface&models=qwen3.5-flash%2Cqwen3.5-35b-a3b%2Cqwen3.5-122b-a10b%2Cqwen3.5-27b%2Cqwen3.5-397b-a17b%2Cgpt-5.3-codex%2Cclaude-code Claude Code Anniversary + Launches from: Qwen 3.5, Cursor Demos, Cognition Devin 2.2, Inception Mercury 2 **Alibaba** launched the **Qwen 3.5 Medium Model Series** featuring models like **Qwen3.5-Flash**, **Qwen3.5-35B-A3B (MoE)**, and **Qwen3.5-122B-A10B (MoE)** emphasizing efficiency over scale with inn https://prismix.dev/news/2ddbc87d7770 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/02/best-models-trained-768x432.jpg Using NVFP4 Low-Precision Model Training for Higher Throughput Without Losing Accuracy As the sizes of AI models and datasets continue to increase, relying only on higher-precision BF16 training is no longer sufficient. Key challenges such as... https://prismix.dev/news/2897769d77e8 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!3yYS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258.png Import AI 446: Nuclear LLMs; China's big AI benchmark; measurement and AI policy Will AIs be jealous of one another? https://prismix.dev/news/247bb7d0d59d 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**Gemini+3.1+Pro**+demonstrates+strong+retrieval+capabilities+and+cost+efficiency+compared+to+**GPT-5.2**+and+**Opus+4.6**%2C+though+users+report+tooling+and+UI+issues.+The+**SWE-bench+Verified**+evaluation+methodology+is+under+scrutiny+for+consistency%2C+with+updates+bringing+results+closer+to+developer+claims.+Benchmarking+debates+arise+over+what+frontier+models+truly+measure%2C+especially+with+ARC-AGI+puzzles.+**Claude+Opus+4.6**+shows+a+noisy+but+notable+**14.5-hour+time+horizon**+on+software+tasks%2C+with+token+limits+causing+practical+failures.+**Sonnet+4.6**+improves+significantly+in+code+and+instruction-following+benchmarks%2C+but+user+backlash+grows+due+to+product+regressions.&type=issue&issueNumber=02&date=2026-02-21T05%3A44%3A39.731Z&companies=google-deepmind%2Canthropic%2Ccontext-arena%2Cartificial-analysis%2Cepoch-ai%2Cscaling01&models=gemini-3.1-pro%2Cgpt-5.2%2Copus-4.6%2Csonnet-4.6%2Cclaude-opus-4.6 not much happened today **Gemini 3.1 Pro** demonstrates strong retrieval capabilities and cost efficiency compared to **GPT-5.2** and **Opus 4.6**, though users report tooling and UI issues. The **SWE-bench Verified** evalua https://prismix.dev/news/cd6b81c63a25 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!y2LF!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F24723c78-44a7-46f7-bb2f-af7c183e84cd_3000x2568.png 📅 ThursdAI - Feb 19 - Gemini 3.1 Pro Drops LIVE, Sonnet 4.6 Closes Gap, OpenClaw Goes to OpenAI Hey, it’s Alex, let me catch you up! https://prismix.dev/news/3eedf77051b0 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/ggml-joins-hf/ggml-joins-hf.png GGML and llama.cpp join HF to ensure the long-term progress of Local AI Back to Articles GGML and llama.cpp join HF to ensure the long-term progress of Local AI Published February 20, 2026 Update on GitHub Upvote 505 Georgi Gerganov ggerganov Xuan-Son Nguyen ngxson Aleksa https://prismix.dev/news/bc6466fca476 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/unsloth-jobs/thumbnail.png Train AI models with Unsloth and Hugging Face Jobs for FREE Back to Articles Train AI models with Unsloth and Hugging Face Jobs for FREE Published February 20, 2026 Update on GitHub Upvote 101 ben burtenshaw burtenshaw Daniel (Unsloth) danielhanchen unsloth Mi https://prismix.dev/news/cb1cb1a2a51c 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202602/MIT-LLM-Bias-01.gif?itok=6bmZD-vd Exposing biases, moods, personalities, and abstract concepts hidden in large language models A new method developed at MIT could root out vulnerabilities and improve LLM safety and performance. https://prismix.dev/news/934210471283 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/02/multicolored-bulging-cube-1-768x432.jpg Accelerating Data Processing with NVIDIA Multi-Instance GPU and Locality Domains NVIDIA flagship data center GPUs in the NVIDIA Ampere, NVIDIA Hopper, and NVIDIA Blackwell families all feature non-uniform memory access (NUMA) behaviors, but... https://prismix.dev/news/6e51c72cfe21 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=Gemini+3.1+Pro%3A+2x+3.0+on+ARC-AGI+2&description=**Google**+released+**Gemini+3.1+Pro**%2C+a+developer+preview+integrated+across+the+**Gemini+app**%2C+**NotebookLM**%2C+**Gemini+API+%2F+AI+Studio**%2C+and+**Vertex+AI**%2C+highlighting+a+significant+reasoning+improvement+with+**ARC-AGI-2+%3D+77.1%25**+and+strong+coding+and+agentic-tool+benchmarks+like+**SWE-Bench+Verified+%3D+80.6%25**.+Independent+evaluators+such+as+**Artificial+Analysis**+and+**Arena**+confirmed+top-tier+performance+and+cost+efficiency%2C+though+community+reactions+included+excitement+about+practical+gains%2C+skepticism+about+benchmark+targeting%2C+and+concerns+over+rollout+inconsistencies.+The+release+emphasizes+the+same+core+intelligence+powering+**Gemini+3+Deep+Think**+scaled+for+practical+use%2C+with+notable+mentions+from+leaders+like+*%40sundarpichai*%2C+*%40demishassabis*%2C+and+*%40JeffDean*.&type=issue&issueNumber=02&date=2026-02-19T05%3A44%3A39.731Z&companies=google%2Cgoogle-deepmind%2Cgeminiapp&models=gemini-3.1-pro%2Cgemini-3-deep-think Gemini 3.1 Pro: 2x 3.0 on ARC-AGI 2 **Google** released **Gemini 3.1 Pro**, a developer preview integrated across the **Gemini app**, **NotebookLM**, **Gemini API / AI Studio**, and **Vertex AI**, highlighting a significant reasoning im https://prismix.dev/news/902ea93852ba 2026-05-20 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202602/MIT_Probability-Parking-01.jpg?itok=T0prXwyt Parking-aware navigation system could prevent frustration and emissions By minimizing the need to drive around looking for a parking spot, this technique can save drivers up to 35 minutes — and give them a realistic estimate of total travel time. https://prismix.dev/news/597e5c1e67fe 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2025/06/run-ai-featured-768x432-png.webp Unlock Massive Token Throughput with GPU Fractioning in NVIDIA Run:ai As AI workloads scale, achieving high throughput, efficient resource usage, and predictable latency becomes essential. NVIDIA Run:ai addresses these challenges... https://prismix.dev/news/643e4013f030 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/02/cuda-compute-gpu-mode-768x432.png Topping the GPU MODE Kernel Leaderboard with NVIDIA cuda.compute Python dominates machine learning for its ergonomics, but writing truly fast GPU code has historically meant dropping into C++ to write custom kernels and to... https://prismix.dev/news/4e0bcba85dce 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/64e8143f6de557454220921e/pcP8QgkPqNpcygSbT6p60.png IBM and UC Berkeley Diagnose Why Enterprise Agents Fail Using IT-Bench and MAST Back to Articles IBM and UC Berkeley Diagnose Why Enterprise Agents Fail Using IT-Bench and MAST Enterprise Article Published February 18, 2026 Upvote 19 Ayhan Sebin ayhansebin ibm-research Rohan Aror https://prismix.dev/news/17ce5a334e66 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/02/ov-dgx-cloud-ari-blog-1920x1080-2-768x432.png How NVIDIA Extreme Hardware-Software Co-Design Delivered a Large Inference Boost for Sarvam AI’s Sovereign Models As global AI adoption accelerates, developers face a growing challenge: delivering large language model (LLM) performance that meets real-world latency and cost... https://prismix.dev/news/f5de0d1c4ad7 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**Anthropic**+released+**Claude+Opus%2FSonnet+4.6**%2C+showing+a+significant+intelligence+index+jump+but+with+increased+token+usage+and+cost.+**Anthropic**+also+shared+insights+on+AI+agent+autonomy%2C+highlighting+human-in-the-loop+prevalence+and+software+engineering+tool+calls.+**Alibaba**+launched+**Qwen+3.5**+with+discussions+on+reasoning+efficiency+and+token+bloat%2C+plus+open-sourced+**Qwen3.5-397B-A17B+FP8+weights**.+The+**GLM-5**+technical+report+introduced+asynchronous+agent+reinforcement+learning+and+compute-efficient+techniques.+Rumors+about+**Gemini+3.1+Pro**+suggest+longer+reasoning+capabilities%2C+while+**MiniMax+M2.5**+appeared+on+community+leaderboards.+The+community+debates+benchmark+reliability+and+model+performance+nuances.&type=issue&issueNumber=02&date=2026-02-18T05%3A44%3A39.731Z&companies=anthropic%2Calibaba%2Cscaling01%2Carena%2Cartificial-analysis&models=claude-4.6%2Cclaude-opus-4.6%2Cclaude-sonnet-4.6%2Cqwen-3.5%2Cqwen3.5-397b-a17b%2Cglm-5%2Cgemini-3.1-pro%2Cminimax-m2.5 not much happened today **Anthropic** released **Claude Opus/Sonnet 4.6**, showing a significant intelligence index jump but with increased token usage and cost. **Anthropic** also shared insights on AI agent autonomy, highl https://prismix.dev/news/6e1714c3f6f4 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!O-pO!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff77c79c7-9fb2-4cd0-b075-a6201a212a6c_1456x816.png A Guide to Which AI to Use in the Agentic Era It's not just chatbots anymore https://prismix.dev/news/31f053c94d55 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/gradio-html-one-shot-apps/thumbnail.png One-Shot Any Web App with Gradio's gr.HTML Back to Articles One-Shot Any Web App with Gradio's gr.HTML Published February 18, 2026 Update on GitHub Upvote 33 yuvraj sharma ysharma hysts hysts Freddy Boulton freddyaboulton Gradio 6 quietly ship https://prismix.dev/news/9695a7211653 2026-05-20 monthly 0.7 https://zed.dev/img/post/split-diffs/thumbnail.webp Split Diffs are Here View your code changes in a split diff view in Zed. https://prismix.dev/news/5028ad375d97 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/02/retrieval-augmented-generation-768x432.png Build AI-Ready Knowledge Systems Using 5 Essential Multimodal RAG Capabilities Enterprise data is inherently complex: real-world documents are multimodal, spanning text, tables, charts and graphs, images, diagrams, scanned pages, forms,... https://prismix.dev/news/bc992ac22f86 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!oyTU!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2cad176-f718-4046-8486-161c1111435e_2680x1366.png Open models in perpetual catch-up The open-closed gap, distillation, innovation timescales, how open models win, specialized models, what’s missing, etc. https://prismix.dev/news/947ffe344008 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=Claude+Sonnet+4.6%3A+clean+upgrade+of+4.5%2C+mostly+better+with+some+caveats&description=**Anthropic**+launched+**Claude+Sonnet+4.6**%2C+an+upgrade+over+Sonnet+4.5%2C+featuring+broad+improvements+in+**coding%2C+long-context+reasoning%2C+agent+planning%2C+knowledge+work%2C+and+design**%2C+plus+a+**1M-token+context+window+%28beta%29**.+Benchmarks+show+Sonnet+4.6+leading+on+**GDPval-AA+ELO+1633**%2C+with+significant+token+usage+increases+and+improved+output+aesthetics.+Integrations+include+**Cursor%2C+Windsurf%2C+Microsoft+Foundry%2C+and+Perplexity+Pro%2FMax**.+Early+user+feedback+noted+some+regression+issues+that+were+later+fixed.+Pricing+remains+the+same+as+Sonnet+4.5.+Tooling+enhancements+include+code+execution+for+filtering+results%2C+improving+accuracy+and+efficiency.&type=issue&issueNumber=02&date=2026-02-17T05%3A44%3A39.731Z&companies=anthropic%2Ccursor%2Cmicrosoft%2Cperplexity-ai%2Ccognition&models=claude-3-sonnet-4.6%2Cclaude-3-sonnet-4.5%2Cclaude-3-opus-4.5%2Cclaude-3-opus-4.6 Claude Sonnet 4.6: clean upgrade of 4.5, mostly better with some caveats **Anthropic** launched **Claude Sonnet 4.6**, an upgrade over Sonnet 4.5, featuring broad improvements in **coding, long-context reasoning, agent planning, knowledge work, and design**, plus a **1M-to https://prismix.dev/news/454aed058ebc 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!3yYS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258.png Import AI 445: Timing superintelligence; AIs solve frontier math proofs; a new ML research benchmark Will 2026 be looked back on as the pivotal year for making decisions about the singularity? https://prismix.dev/news/f1557c7cf5dc 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=Qwen3.5-397B-A17B%3A+the+smallest+Open-Opus+class%2C+very+efficient+model&description=**Alibaba**+released+**Qwen3.5-397B-A17B**%2C+an+open-weight+model+featuring+**native+multimodality**%2C+**spatial+intelligence**%2C+and+a+**hybrid+linear+attention+%2B+sparse+MoE**+architecture+supporting+**201+languages**+and+**long+context+windows**+up+to+**256K+tokens**.+The+model+shows+improvements+over+previous+versions+like+**Qwen3-Max**+and+**Qwen3-VL**%2C+with+a+sparsity+ratio+of+about+**4.3%25**.+Community+discussions+highlighted+the+**Gated+Delta+Networks**+enabling+efficient+inference+despite+large+model+size+%28%7E**800GB+BF16**%29%2C+with+successful+local+runs+on+Apple+Silicon+using+quantization+techniques.+The+hosted+API+version%2C+**Qwen3.5-Plus**%2C+supports+**1M+context**+and+integrates+search+and+code+interpreter+features.+This+release+follows+other+Chinese+labs+like+**Z.ai**%2C+**Minimax**%2C+and+**Kimi**+in+refreshing+large+models.+The+model+is+licensed+under+**Apache-2.0**+and+is+expected+to+be+the+last+major+release+before+**DeepSeek+v4**.+The+news+also+notes+**Pete+Steinberger**+joining+**OpenAI**.&type=issue&issueNumber=02&date=2026-02-16T05%3A44%3A39.731Z&companies=alibaba%2Copenai%2Cdeepseek%2Cz-ai%2Cminimax%2Ckimi%2Cunsloth%2Collama%2Cvllm&models=qwen3.5-397b-a17b%2Cqwen3.5-plus%2Cqwen3-max%2Cqwen3-vl%2Ckimi Qwen3.5-397B-A17B: the smallest Open-Opus class, very efficient model **Alibaba** released **Qwen3.5-397B-A17B**, an open-weight model featuring **native multimodality**, **spatial intelligence**, and a **hybrid linear attention + sparse MoE** architecture supporting ** https://prismix.dev/news/3381c5b10e17 2026-05-20 monthly 0.7 https://prismix.dev/news/ecb3166ba6ba 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=MiniMax-M2.5%3A+SOTA+coding%2C+search%2C+toolcalls%2C+%241%2Fhour&description=**MiniMax-M2.5**+is+now+open+source%2C+featuring+an+%22agent-native%22+reinforcement+learning+framework+called+**Forge**+trained+across+**200k%2B+RL+environments**+for+coding%2C+tool+use%2C+and+workflows.+It+boasts+strong+benchmark+scores+like+**80.2%25+SWE-Bench+Verified**+and+emphasizes+cost-efficiency+with+claims+like+%22%241+per+hour+at+100+tps%22+and+good+on-device+performance.+The+**Forge**+RL+system+uses+multi-level+prefix+caching+and+high+rollout+compute+share+%28%7E60%25%29+to+generate+millions+of+trajectories+daily.+Independent+reviews+note+improved+stability+and+multi-turn+viability+but+high+token+usage.+The+ecosystem+rapidly+adopted+MiniMax-M2.5+with+quantized+releases+including+**2-bit+GGUF**+and+**INT4**+formats.+Meanwhile%2C+**Together**+markets+**GLM-5**+as+a+leading+open-source+model+for+long-horizon+agents+with+**77.8%25+SWE-Bench+Verified**+and+MoE+efficiency+using+DeepSeek+Sparse+Attention.&type=issue&issueNumber=02&date=2026-02-13T05%3A44%3A39.731Z&companies=minimax-ai%2Ctogethercompute%2Chuggingface%2Cintel%2Cwandb&models=minimax-m2.5%2Cglm-5 MiniMax-M2.5: SOTA coding, search, toolcalls, $1/hour **MiniMax-M2.5** is now open source, featuring an "agent-native" reinforcement learning framework called **Forge** trained across **200k+ RL environments** for coding, tool use, and workflows. It boas https://prismix.dev/news/972e405de228 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!-BCm!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4d9dfa35-a88d-4be0-8fc0-443d8c26da93_4189x2918.png 📆 Open source just pulled up to Opus 4.6 — at 1/20th the price Plus: Gemini 3 Deep Think hits 84% on ARC-AGI, OpenAI's new 1000 t/s coding model, and the video model that shattered reality. https://prismix.dev/news/fc0327c6027c 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/custom-cuda-kernels/meme.png Custom Kernels for All from Codex and Claude Back to Articles Custom Kernels for All from Codex and Claude Published February 13, 2026 Update on GitHub Upvote 75 ben burtenshaw burtenshaw Sayak Paul sayakpaul Aritra Roy Gosthipaty ariG23498 shau https://prismix.dev/news/e23e5071063b 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/70828a87-3534-4437-b5e9-a1dad38ca7e7_1515x712.png The Story Behind the "RAG Pack" It all started with a course... https://prismix.dev/news/1f18d6b68cfa 2026-05-20 monthly 0.7 /assets/microgpt.jpg microgpt This is a brief guide to my new art project microgpt , a single file of 200 lines of pure Python with no dependencies that trains and inferences a GPT. This file contains the full algorithmic content https://prismix.dev/news/f745e95a4d45 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=new+Gemini+3+Deep+Think%2C+Anthropic+%2430B+%40+%24380B%2C+GPT-5.3-Codex+Spark%2C+MiniMax+M2.5&description=**Google+DeepMind**+is+rolling+out+the+upgraded+**Gemini+3+Deep+Think+V2**+reasoning+mode+to+**Google+AI+Ultra**+subscribers+and+opening+early+access+to+the+**Vertex+AI+%2F+Gemini+API**+for+select+users.+Key+benchmark+achievements+include+**ARC-AGI-2+at+84.6%25**%2C+**Humanity%E2%80%99s+Last+Exam+%28HLE%29+at+48.4%25+without+tools**%2C+and+a+**Codeforces+Elo+of+3455**%2C+showcasing+Olympiad-level+performance+in+physics+and+chemistry.+The+mode+emphasizes+practical+scientific+and+engineering+applications+such+as+error+detection+in+math+papers%2C+physical+system+modeling%2C+semiconductor+optimization%2C+and+a+**sketch+to+CAD%2FSTL+pipeline**+for+3D+printing.+ARC+benchmark+creator+Fran%C3%A7ois+Chollet+highlights+the+benchmark%27s+role+in+advancing+test-time+adaptation+and+fluid+intelligence%2C+projecting+human-AI+parity+around+**2030**.+This+rollout+is+framed+as+a+productized%2C+compute-heavy+test-time+mode+rather+than+a+lab+demo%2C+with+cost+disclosures+for+ARC+tasks+provided.&type=issue&issueNumber=02&date=2026-02-12T05%3A44%3A39.731Z&companies=google-deepmind%2Cgoogle%2Cgeminiapp%2Carcprize&models=gemini-3-deep-think-v2%2Carc-agi-2 new Gemini 3 Deep Think, Anthropic $30B @ $380B, GPT-5.3-Codex Spark, MiniMax M2.5 **Google DeepMind** is rolling out the upgraded **Gemini 3 Deep Think V2** reasoning mode to **Google AI Ultra** subscribers and opening early access to the **Vertex AI / Gemini API** for select users https://prismix.dev/news/4de3942809da 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/69695708?s=60&v=4 v0.86.3.dev set version to 0.86.3.dev https://prismix.dev/news/687e9c8e75ef 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/69695708?s=60&v=4 v0.86.2 version bump to 0.86.2 https://prismix.dev/news/9b87ffcc2c79 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/openenv-turing/thumbnail.png OpenEnv in Practice: Evaluating Tool-Using Agents in Real-World Environments Back to Articles OpenEnv in Practice: Evaluating Tool-Using Agents in Real-World Environments Published February 12, 2026 Update on GitHub Upvote 32 Christian Washington christian-washington TuringEnt https://prismix.dev/news/ac71436ab918 2026-05-20 monthly 0.7 https://zed.dev/img/post/theme-builder/thumbnail.webp Introducing Theme Builder Create beautiful Zed themes with an interactive live preview. https://prismix.dev/news/32fef5915e35 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=Z.ai+GLM-5%3A+New+SOTA+Open+Weights+LLM&description=**Zhipu+AI**+launched+**GLM-5**%2C+an+**Opus-class**+model+scaling+from+**355B+to+744B+parameters**+with+**DeepSeek+Sparse+Attention**+integration+for+cost-efficient+long-context+serving.+GLM-5+achieves+**SOTA+on+BrowseComp**+and+leads+on+**Vending+Bench+2**%2C+focusing+on+office+productivity+tasks+and+surpassing+**Kimi+K2.5**+on+the+GDPVal-AA+benchmark.+Despite+broad+availability+on+platforms+like+**OpenRouter**%2C+**Modal**%2C+**DeepInfra**%2C+and+**Ollama+Cloud**%2C+GLM-5+faces+**compute+constraints**+impacting+rollout+and+pricing.+The+model+supports+up+to+**200K+context+length**+and+**128K+max+output+tokens**.&type=issue&issueNumber=02&date=2026-02-11T05%3A44%3A39.731Z&companies=zhipu-ai%2Copenrouter%2Cmodal%2Cdeepinfra%2Collama%2Cqoder%2Cvercel&models=glm-5%2Cglm-4.5%2Ckimi-k2.5 Z.ai GLM-5: New SOTA Open Weights LLM **Zhipu AI** launched **GLM-5**, an **Opus-class** model scaling from **355B to 744B parameters** with **DeepSeek Sparse Attention** integration for cost-efficient long-context serving. GLM-5 achieves https://prismix.dev/news/015728dd7ac3 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/02/multimodal-robotics-1.gif R²D²: Scaling Multimodal Robot Learning with NVIDIA Isaac Lab Building robust, intelligent robots requires testing them in complex environments. However, gathering data in the physical world is expensive, slow, and often... https://prismix.dev/news/ce2181299651 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2025/12/star-gif.gif Using Accelerated Computing to Live-Steer Scientific Experiments at Massive Research Facilities Scientists and engineers who design and build unique scientific research facilities face similar challenges. These include managing massive data rates that... https://prismix.dev/news/29d6c41adbe0 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=Qwen-Image+2.0+and+Seedance+2.0&description=**OpenAI**+advances+its+Responses+API+for+multi-hour+agent+workflows+with+features+like+**server-side+compaction**%2C+**hosted+containers**%2C+and+**Skills+API**%2C+alongside+upgrading+**Deep+Research**+to+**GPT-5.2**+and+adding+connectors.+Discussions+around+sandbox+design+highlight+a+shift+towards+**sandbox-as-a-tool**+architectures%2C+with+**LangChain**+enhancing+its+**deepagents+v0.4**+with+pluggable+sandbox+backends.+Coding+agent+UX+evolves+with+multi-model+orchestration+involving+**Claude+Opus+4.6**%2C+**GPT-5.3-Codex**%2C+and+**Gemini+3+Pro**.+**EntireHQ**+raised+**%2460M+seed**+funding+for+a+Git-compatible+database+capturing+code+intent+and+agent+context.+In+model+releases%2C+**Alibaba+Qwen**+launched+**Qwen-Image-2.0**+emphasizing+**2K+resolution**+and+**1K-token+prompts**+for+unified+generation+and+editing.+ByteDance%27s+**Seedance+2.0**+marks+a+significant+leap+in+text-to-video+quality%2C+while+**Moonshot%27s+Kimi**+introduces+an+**Agent+Swarm**+with+up+to+**100+sub-agents**+and+**4.5%C3%97+faster**+parallel+execution.&type=issue&issueNumber=02&date=2026-02-10T05%3A44%3A39.731Z&companies=openai%2Clangchain-ai%2Canthropic%2Cgoogle-deepmind%2Cmistral-ai%2Calibaba%2Cbytedance%2Cmoonshot&models=gpt-5.2%2Cgpt-5.3-codex%2Cclaude-opus-4.6%2Cgemini-3-pro%2Cqwen-image-2.0%2Cseedance-2.0 Qwen-Image 2.0 and Seedance 2.0 **OpenAI** advances its Responses API for multi-hour agent workflows with features like **server-side compaction**, **hosted containers**, and **Skills API**, alongside upgrading **Deep Research** to https://prismix.dev/news/e6a0da3e6c03 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/02/llm-optimize-deploy-1-768x432.png Automating Inference Optimizations with NVIDIA TensorRT LLM AutoDeploy NVIDIA TensorRT LLM enables developers to build high-performance inference engines for large language models (LLMs), but deploying a new architecture... https://prismix.dev/news/3802c2e4749d 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/9AkeV8GPqkUlVW9qorYg-JqQNy7yLqqndSzFIWK-sG4MfZ9vA3ajM6Fzpr29h5fdTGpOVVxXEP7QU0mSzpe3ox-jFp-SQ7fsA2CkMmNol7THDdEWqQ=w1440-h810-n-nu Accelerating Mathematical and Scientific Discovery with Gemini Deep Think Research papers point to the growing impact of Deep Think across fields https://prismix.dev/news/bad82dd22945 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!3yYS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258.png Import AI 444: LLM societies; Huawei makes kernels with AI; ChipBench How can you quantify creativity? https://prismix.dev/news/c93d4da768e3 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/93f85dee-802e-496f-909b-a0f579a994eb_3182x1790.png Opus 4.6, Codex 5.3, and the post-benchmark era On comparing models in 2026. https://prismix.dev/news/58a96690a69d 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**OpenAI**+launched+**GPT-5.3-Codex**+with+a+Super+Bowl+ad+emphasizing+%22You+can+just+build+things%22+as+a+product+strategy%2C+focusing+on+builder+tooling+over+chat+interfaces.+The+model+is+rolling+out+across+**Cursor%2C+VS+Code%2C+and+GitHub**+with+phased+API+access+and+is+flagged+as+their+first+%22high+cybersecurity+capability%22+model.+Sam+Altman+reported+over+**1M+Codex+app+downloads+in+the+first+week**+and+strong+weekly+user+growth.+Meanwhile%2C+**Anthropic%27s+Claude+Opus+4.6**+is+recognized+as+a+leading+%22agentic+generalist%22+model%2C+topping+text+and+code+leaderboards+but+noted+for+high+token+usage.+Discussions+around+serving+economics+and+%22fast+mode%22+behavior+highlight+practical+deployment+considerations.+Additionally%2C+Recursive+Language+Models+%28RLMs%29+introduce+a+novel+approach+using+a+second+programmatic+context+space+to+extend+long-context+capabilities.&type=issue&issueNumber=02&date=2026-02-09T05%3A44%3A39.731Z&companies=openai%2Canthropic%2Ccursor_ai%2Cgithub%2Cmicrosoft&models=gpt-5.3-codex%2Cclaude-opus-4.6 not much happened today **OpenAI** launched **GPT-5.3-Codex** with a Super Bowl ad emphasizing "You can just build things" as a product strategy, focusing on builder tooling over chat interfaces. The model is rolling out acr https://prismix.dev/news/89fc19ba3913 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/transformersjs-v4/thumbnail.png Transformers.js v4: Now Available on NPM! Back to Articles Transformers.js v4: Now Available on NPM! Published February 9, 2026 Update on GitHub Upvote 95 Joshua Xenova Nico Martin nico-martin We're excited to announce that Transformers.js v4 https://prismix.dev/news/592258c4cc49 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/02/image1-1-768x432.png 3 Ways NVFP4 Accelerates AI Training and Inference The latest AI models continue to grow in size and complexity, demanding increasing amounts of compute performance for training and inference—far beyond what... https://prismix.dev/news/a12bbc3ac029 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**AI+News**+for+early+February+2026+highlights+a+detailed+comparison+between+**GPT-5.3-Codex**+and+**Claude+Opus+4.6**%2C+with+users+noting+**Codex%27s**+strength+in+detailed+scoped+tasks+and+**Opus%27s**+ergonomic+advantage+for+exploratory+work.+Benchmarks+on+Karpathy%27s+**nanochat+GPT-2+speedrun**+show+**Opus+4.6**+achieving+better+wall-clock+performance%2C+while+**Codex-5.3-xhigh**+sometimes+suffers+from+context+issues.+**Karpathy**+cautions+that+current+models+are+not+yet+reliable+for+fully+autonomous+AI+engineering.+Discussions+on+agent+swarms+reveal+emerging+parallels+to+software+organizational+design%2C+with+**Anthropic-style**+agent+coordination+systems+and+**LangChain%2FLangSmith**+emphasizing+environment+engineering+through+tracing%2C+sandboxing%2C+and+state+control.+The+concept+of+Recursive+Language+Models+%28RLM%29+is+introduced+as+a+future+direction+for+agent+systems+to+reduce+context+rot+and+improve+structured+communication.&type=issue&issueNumber=02&date=2026-02-06T05%3A44%3A39.731Z&companies=openai%2Canthropic%2Clangchain&models=gpt-5.3-codex%2Cclaude-opus-4.6%2Cnanochat-gpt-2 not much happened today **AI News** for early February 2026 highlights a detailed comparison between **GPT-5.3-Codex** and **Claude Opus 4.6**, with users noting **Codex's** strength in detailed scoped tasks and **Opus's** e https://prismix.dev/news/471fd22adf69 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!mQAV!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F85511a41-4f13-45ef-b996-4e7302b11507_2752x1536.jpeg 📆 ThursdAI - Feb 5 - Opus 4.6 was #1 for ONE HOUR before GPT 5.3 Codex, Voxtral transcription, Codex app, Qwen Coder Next & the Agentic Internet From Weights & Biases - a hell of a week to be covering the AI news, with 2 big model drops live during the show, 1 interview with VB from OpenAI about Codex app and the new model, Voxtral and more AI https://prismix.dev/news/575b419857a5 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/2dba4f31-2d4f-485a-835f-5c9bc75f9ce4_300x168.jpeg Notes on Space GPUs Turning my Elon prep into a blog post https://prismix.dev/news/50b92e95de6e 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/01/ai-model-building-png.webp How to Build License-Compliant Synthetic Data Pipelines for AI Model Distillation Specialized AI models are built to perform specific tasks or solve particular problems. But if you’ve ever tried to fine-tune or distill a domain-specific... https://prismix.dev/news/5e3f697a6269 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/603c6bf03249b99991dbcbd0/-W1T8msBfqXne33HFAgp7.png Introducing SyGra Studio Back to Articles Introducing SyGra Studio Enterprise Article Published February 5, 2026 Upvote 26 Surajit Dasgupta surajit ServiceNow-AI Bidyapati Pradhan bidyapati ServiceNow-AI Amit Kumar Saha amits https://prismix.dev/news/cf5b04b93d9b 2026-05-20 monthly 0.7 https://prismix.dev/news/a654ad0d3232 2026-05-20 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/02/Painkiller-RTX-Featured-image-1.jpg How Painkiller RTX Uses Generative AI to Modernize Game Assets at Scale Painkiller RTX sets a new standard for how small teams can balance massive visual ambition with limited resources by integrating generative AI. By upscaling... https://prismix.dev/news/7ccdd277c17e 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=OpenAI+and+Anthropic+go+to+war%3A+Claude+Opus+4.6+vs+GPT+5.3+Codex&description=**OpenAI**+launched+**GPT-5.3-Codex**%2C+emphasizing+**token+efficiency**%2C+**inference+speed**%2C+and+hardware%2Fsoftware+co-design+with+**GB200-NVL72**+and+**NVIDIA**+collaboration.+The+new+**Frontier**+agent+platform+supports+business-context+agents+with+execution+environments+and+learning+capabilities.+**Anthropic**+showcased+**Opus+4.6**+agent+teams+autonomously+building+a+clean-room+C+compiler+booting+Linux%2C+highlighting+advances+in+agentic+coding+and+long-context+capabilities.+Community+benchmarks+report+**2.93%C3%97+faster**+inference+and+significant+efficiency+gains%2C+signaling+a+shift+away+from+infinite+compute+budgets+in+2026.&type=issue&issueNumber=02&date=2026-02-05T05%3A44%3A39.731Z&companies=openai%2Canthropic%2Cnvidia&models=gpt-5.3-codex%2Copus-4.6 OpenAI and Anthropic go to war: Claude Opus 4.6 vs GPT 5.3 Codex **OpenAI** launched **GPT-5.3-Codex**, emphasizing **token efficiency**, **inference speed**, and hardware/software co-design with **GB200-NVL72** and **NVIDIA** collaboration. The new **Frontier** ag https://prismix.dev/news/66574ac7d248 2026-05-20 monthly 0.7 https://zed.dev/img/post/lets-git-together/thumbnail.webp How Our Community Shipped 66 Git Improvements In Under 2 Months A celebration of the Zed community's eight-week sprint to make Git in Zed better than ever. https://prismix.dev/news/7325b475b0f5 2026-05-20 monthly 0.7 https://prismix.dev/news/9f181e73c557 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=ElevenLabs+%24500m+Series+D+at+%2411B%2C+Cerebras+%241B+Series+H+at+%2423B%2C+Vibe+Coding+-%3E+Agentic+Engineering&description=**Google%27s+Gemini+3**+is+being+integrated+widely%2C+including+a+new+**Chrome+side+panel**+and+**Nano+Banana**+UX+features%2C+with+rapid+adoption+and+a+**78%25+unit-cost+reduction**+in+serving+costs.+The+**Gemini+app**+reached+**750M%2B+MAU**+in+Q4+2025%2C+nearing+ChatGPT%27s+user+base.+Google+is+also+benchmarking+AI+%22soft+skills%22+through+games+like+Poker+and+Chess+in+the+**Kaggle+Game+Arena**.+Meanwhile%2C+coding+agents+are+converging+in+IDEs%3A+**VS+Code**+launched+**Agent+Sessions**+supporting+**Claude**+and+**Codex**+agents+with+features+like+parallel+subagents+and+integrated+browsers.+**GitHub+Copilot**+now+allows+agent+choice+between+**Claude**+and+**OpenAI+Codex**+for+async+backlog+clearing.+OpenAI+reports+**1M%2B+active+users**+for+Codex+with+expanded+integration+surfaces%2C+though+some+users+request+better+GPU+support.+The+coding-agent+ecosystem+is+professionalizing+with+community+platforms+like+**OpenClaw**+and+tooling+such+as+ClawHub+and+CLI+updates.+*%22Gemini+3+adoption+faster+than+any+other+model%22*+and+*%22VS+Code+as+home+for+coding+agents%22*+highlight+major+industry+shifts.&type=issue&issueNumber=02&date=2026-02-04T05%3A44%3A39.731Z&companies=google%2Copenai%2Cgithub%2Cmicrosoft%2Cdeepmind&models=gemini-3%2Cclaude%2Ccodex ElevenLabs $500m Series D at $11B, Cerebras $1B Series H at $23B, Vibe Coding -> Agentic Engineering **Google's Gemini 3** is being integrated widely, including a new **Chrome side panel** and **Nano Banana** UX features, with rapid adoption and a **78% unit-cost reduction** in serving costs. The **G https://prismix.dev/news/634f96fb7ab6 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/eval-results/thumbnail.png Community Evals: Because we're done trusting black-box leaderboards over the community Back to Articles Community Evals: Because we're done trusting black-box leaderboards over the community Published February 4, 2026 Update on GitHub Upvote 89 ben burtenshaw burtenshaw Nathan Habib Say https://prismix.dev/news/efc405f965c9 2026-05-20 monthly 0.7 https://zed.dev/img/post/ep-providers/thumbnail.webp Choose Your Edit Prediction Provider Zed now supports multiple edit prediction providers: Zeta, Mercury Coder, Sweep, Ollama, and GitHub Copilot Next-Edit. https://prismix.dev/news/32b1a88e079e 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/698224a939bac08a1b6e0488/auDwTiJd-MAHohSeCMzZs.png H Company's new Holo2 model takes the lead in UI Localization Back to Articles H Company's new Holo2 model takes the lead in UI Localization Team Article Published February 3, 2026 Upvote 7 Ramzi De Coster ramzidecoster Hcompany Hamza Benchekroun hamza-hcompany https://prismix.dev/news/5de818201044 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/63a369d98c0c89dcae3b8329/MOOv3ivvsii5OdJFcwIU5.webp The Future of the Global Open-Source AI Ecosystem: From DeepSeek to AI+ Back to Articles The Future of the Global Open-Source AI Ecosystem: From DeepSeek to AI+ Team Article Published February 3, 2026 Upvote 53 Adina Yakefu AdinaY huggingface Irene Solaiman irenesolaiman https://prismix.dev/news/42435d1a22d3 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/68d136d7307413e80188d819/4XhN9QMMb6wjrKfQIlqhn.jpeg Training Design for Text-to-Image Models: Lessons from Ablations Back to Articles Training Design for Text-to-Image Models: Lessons from Ablations Team Article Published February 3, 2026 Upvote 73 David Bertoin Bertoin Photoroom Roman Frigg photoroman Photoroom Jon https://prismix.dev/news/bacabb3c295e 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=Context+Graphs%3A+Hype+or+actually+Trillion-dollar+opportunity%3F&description=**Zhipu+AI**+launched+**GLM-OCR**%2C+a+lightweight+**0.9B**+multimodal+OCR+model+excelling+in+complex+document+understanding+with+top+benchmark+scores+and+day-0+deployment+support+from+**lmsys**%2C+**vllm**%2C+and+**novita+labs**.+**Ollama**+enabled+local-first+usage+with+easy+offline+operation.+**Alibaba**+released+**Qwen3-Coder-Next**%2C+an+**80B+MoE**+model+with+only+**3B+active**+parameters%2C+designed+for+coding+agents+with+a+massive+**256K+context+window**+and+trained+on+**800K+verifiable+tasks**%2C+achieving+over+**70%25+SWE-Bench+Verified**.+The+open+coding+ecosystem+also+saw+**Allen+AI**+announce+**SERA-14B**%2C+an+on-device-friendly+coding+model+with+new+datasets.+The+emerging+concept+of+**Context+Graphs**+was+highlighted+as+a+promising+framework+for+data+and+agent+traceability%2C+with+initiatives+like+**Cursor%27s+Agent+Trace**+specifying+context+graphs+for+coding+agents%2C+emphasizing+potential+improvements+in+agent+performance+and+customer-driven+adoption.+This+coverage+reflects+ongoing+innovation+in+**multimodality**%2C+**long-context**%2C+**mixture-of-experts**%2C+and+**agentic+coding+models**.&type=issue&issueNumber=02&date=2026-02-03T05%3A44%3A39.731Z&companies=zhipu-ai%2Clmsys%2Cvllm%2Cnovita-labs%2Collama%2Calibaba%2Callenai%2Ccognition%2Ccursor&models=glm-ocr%2Cqwen3-coder-next%2Csera-14b Context Graphs: Hype or actually Trillion-dollar opportunity? **Zhipu AI** launched **GLM-OCR**, a lightweight **0.9B** multimodal OCR model excelling in complex document understanding with top benchmark scores and day-0 deployment support from **lmsys**, **vllm https://prismix.dev/news/66bc555348e4 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!3yYS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258.png Import AI 443: Into the mist: Moltbook, agent ecologies, and the internet in transition Plus, a story about agents corrupting other agents https://prismix.dev/news/2a8b9723e42d 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=OpenAI+Codex+App%3A+death+of+the+VSCode+fork%2C+multitasking+worktrees%2C+Skills+Automations&description=**OpenAI**+launched+the+**Codex+app**+on+macOS+as+a+dedicated+agent-native+command+center+for+coding%2C+featuring+**multiple+agents+in+parallel**%2C+**built-in+worktrees**+for+conflict+isolation%2C+**skills**+for+reusable+bundles%2C+and+**scheduled+automations**.+The+app+emphasizes+developer+workflows+like+**Plan+mode**+for+upfront+task+decomposition+and+is+gaining+positive+adoption+signals+from+insiders+including+**%40sama**.+There+is+movement+towards+ecosystem+standardization+of+skills+folders%2C+signaling+early+conventions+in+agent+tooling.+Codex+also+exemplifies+a+%22self-improving%22+product+feedback+loop+combining+humans+and+agents.+In+coding+agents+practice%2C+best+practices+include+a+%22test-first%22+approach+to+bug+fixes%2C+the+%22conductor%22+model+where+one+developer+manages+5-10+agents+in+parallel%2C+and+a+neurosymbolic+framing+explaining+why+coding+agents+succeed+due+to+software%27s+verifiability+and+symbolic+tooling.+Benchmark+skepticism+remains+about+productivity+studies+that+do+not+reflect+agentic+workflows.&type=issue&issueNumber=02&date=2026-02-02T05%3A44%3A39.731Z&companies=openai&models=codex 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https://news.smol.ai/api/og?title=MoltBook+takes+over+the+timeline&description=**Moltbook**+and+**OpenClaw**+showcase+emergent+multi-agent+social+networks+where+AI+agents+autonomously+interact%2C+creating+an+AI-native+forum+layer+with+complex+security+and+identity+challenges.+**Karpathy**+describes+this+as+%22takeoff-adjacent%2C%22+highlighting+bots+self-organizing+and+engaging+in+prompt-injection+and+credential+theft.+**Anthropic**+reports+on+AI+coding+tradeoffs+with+a+study+of+**52+junior+engineers**+and+reveals+**Claude**+planned+a+Mars+rover+drive%2C+marking+a+milestone+in+AI-driven+space+exploration.+**Google**+publicly+releases+**Genie+3**%2C+sparking+debate+over+its+capabilities+and+latency+issues.+The+rise+of+agent-to-agent+private+communications+raises+concerns+about+alignment+and+observability+in+2026.&type=issue&issueNumber=01&date=2026-01-30T05%3A44%3A39.731Z&companies=moltbook%2Copenclaw%2Canthropic%2Cgoogle&models=claude%2Cgenie-3 MoltBook takes over the timeline **Moltbook** and **OpenClaw** showcase emergent multi-agent social networks where AI agents autonomously interact, creating an AI-native forum layer with complex security and identity challenges. **Ka https://prismix.dev/news/f46dae99c490 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!SJ__!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fca7071ca-0c65-4fb7-be52-f885cb0f6968_1304x1304.webp 📆 ThursdAI - Jan 29 - Genie3 is here, Clawd rebrands, Kimi K2.5 surprises, Chrome goes agentic & more AI news Listen now | From Weights & Biases (live from SF) - Genie 3 is finally here and made us go "whoah", Clawdbot delivers despite rebrand, Kimi K2.5 king OSS, Chrome crushes Atlas & Grok Imagine #1 https://prismix.dev/news/1875c900d0da 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/genie-3__project-genie__hero-film_social-shar.width-1300.jpg Project Genie: Experimenting with infinite, interactive worlds Google AI Ultra subscribers in the U.S. can try out Project Genie, an experimental research prototype that lets you create and explore worlds. https://prismix.dev/news/f9003bd32e80 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=xAI+Grok+Imagine+API+-+the+%231+Video+Model%2C+Best+Pricing+and+Latency+-+and+merging+with+SpaceX&description=**Google+DeepMind**+launched+**Project+Genie+%28Genie+3+%2B+Nano+Banana+Pro+%2B+Gemini%29**%2C+a+prototype+for+creating+interactive%2C+real-time+generated+worlds+from+text+or+image+prompts%2C+currently+available+to+**Google+AI+Ultra+subscribers+in+the+U.S.+%2818%2B%29**+with+noted+limitations+like+**%7E60s+generation+limits**+and+imperfect+physics.+In+parallel%2C+the+open-source+**LingBot-World**+offers+a+real-time+interactive+world+model+with+**%3C1s+latency+at+16+FPS**+and+minute-level+coherence%2C+emphasizing+interactivity+and+causal+consistency.+In+video+generation%2C+**xAI+Grok+Imagine**+debuted+strongly+with+native+audio+support%2C+**15s+duration**%2C+and+competitive+pricing+at+**%244.20%2Fmin+including+audio**%2C+while+**Runway+Gen-4.5**+focuses+on+animation+workflows+with+new+features+like+**Motion+Sketch**+and+**Character+Swap**.+The+3D+generation+space+sees+**fal**+adding+**Hunyuan+3D+3.1+Pro%2FRapid**+to+its+API+offerings%2C+extending+model-as-a-service+workflows+into+3D+pipelines.&type=issue&issueNumber=01&date=2026-01-29T05%3A44%3A39.731Z&companies=google-deepmind%2Cx-ai%2Crunway%2Cfal&models=genie-3%2Cnano-banana-pro%2Cgemini%2Clingbot-world%2Cgrok-imagine%2Crunway-gen-4.5%2Chunyuan-3d-3.1-pro xAI Grok Imagine API - the #1 Video Model, Best Pricing and Latency - and merging with SpaceX **Google DeepMind** launched **Project Genie (Genie 3 + Nano Banana Pro + Gemini)**, a prototype for creating interactive, real-time generated worlds from text or image prompts, currently available to https://prismix.dev/news/eec01c0dd80f 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/daggr/thumbnail.png Introducing Daggr: Chain apps programmatically, inspect visually Back to Articles Introducing Daggr: Chain apps programmatically, inspect visually Published January 29, 2026 Update on GitHub Upvote 107 merve merve yuvraj sharma ysharma Abubakar Abid abidlabs hysts https://prismix.dev/news/b35fae09be6f 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**AI+News+for+1%2F27%2F2026-1%2F28%2F2026**+highlights+a+quiet+day+with+deep+dives+into+frontier+model+%22personality+split%22+where+**GPT-5.2**+excels+at+*exploration*+and+**Claude+Opus+4.5**+at+*exploitation*%2C+suggesting+**OpenAI**+suits+research+workflows+and+**Anthropic**+commercial+reliability.+The+rise+of+agentic+coding+loops+shows+new+failure+modes%2C+with+*self-verification*+workflows+gaining+traction.+The+open-model+**Kimi+K2.5**+emerges+as+a+flashpoint%2C+boasting+enhanced+**agent+execution**%2C+**multimodality**%2C+and+**coding+polish**%2C+runnable+on+**Apple+silicon+M3+Ultra+Mac+Studios**+with+**Thunderbolt+5+%28RDMA%29**%2C+and+challenging+**Claude+Opus+4.5**+on+benchmarks+and+pricing.+Licensing+issues+threaten+enterprise+adoption+despite+model+quality.+The+meme+%22clawdbot%22+reflects+rapid+agent+branding+proliferation.+Agent+engineering+advances+with+shared+%22skills%22+interfaces+promoted+by+**DeepLearning.AI**%2C+**Anthropic**%2C+and+**LangChain**.&type=issue&issueNumber=01&date=2026-01-28T05%3A44%3A39.731Z&companies=openai%2Canthropic%2Cdeeplearningai%2Clangchain%2Capple&models=gpt-5.2%2Cclaude-opus-4.5%2Ckimi-k2.5 not much happened today **AI News for 1/27/2026-1/28/2026** highlights a quiet day with deep dives into frontier model "personality split" where **GPT-5.2** excels at *exploration* and **Claude Opus 4.5** at *exploitation*, https://prismix.dev/news/54d604eb530d 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/upskill/thumbnail.png We Got Claude to Build CUDA Kernels and teach open models! Back to Articles We got Claude to teach open models how to write CUDA kernels! Published January 28, 2026 Update on GitHub Upvote 156 ben burtenshaw burtenshaw shaun smith evalstate merve merve Pedro https://prismix.dev/news/bb8a775a8330 2026-05-20 monthly 0.7 https://zed.dev/img/post/acp-registry/thumbnail.webp The ACP Registry is Live Easily distribute your agent through the ACP Registry: register once, and work in Zed, JetBrains IDEs, and any ACP-compatible editor. https://prismix.dev/news/c51f9e90c5a2 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!ml-7!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6cbe84ef-5e39-49bb-a6e8-4d427d42b54e_2496x1696.jpeg Management as AI superpower Thriving in a world of agents https://prismix.dev/news/ed8917719253 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/63a369d98c0c89dcae3b8329/XeSYoUIf7wyFTWr4Py09D.webp Architectural Choices in China's Open-Source AI Ecosystem: Building Beyond DeepSeek Back to Articles Architectural Choices in China's Open-Source AI Ecosystem: Building Beyond DeepSeek Team Article Published January 27, 2026 Upvote 45 Adina Yakefu AdinaY huggingface Irene Solaiman ir https://prismix.dev/news/927036739d8c 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/659bc8a7b0f43ed69f0b2300/onlBsI7RckKVGphzfZJjp.png Alyah ⭐️: Toward Robust Evaluation of Emirati Dialect Capabilities in Arabic LLMs Back to Articles Alyah ⭐️: Toward Robust Evaluation of Emirati Dialect Capabilities in Arabic LLMs Community Article Published January 27, 2026 Upvote 25 Omar saif alkaabi Omar-Alkaabi tiiuae Ahmed Al https://prismix.dev/news/cd979f5b161c 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=Moonshot+Kimi+K2.5+-+Beats+Sonnet+4.5+at+half+the+cost%2C+SOTA+Open+Model%2C+first+Native+Image%2BVideo%2C+100+parallel+Agent+Swarm+manager&description=**MoonshotAI%27s+Kimi+K2.5**+is+a+**32B+active-1T+parameter+open-weights+model**+featuring+**native+multimodality**+with+image+and+video+understanding%2C+built+through+continual+pretraining+on+**15+trillion+mixed+visual+and+text+tokens**.+It+introduces+a+new+**MoonViT+vision+encoder**+and+supports+advanced+capabilities+like+**Agent+Swarm**%2C+which+coordinates+up+to+100+sub-agents+for+parallel+workflows%2C+and+an+**Office+Productivity+K2.5+Agent**+for+large-scale+office+tasks.+This+release+marks+a+significant+leap+in+open+models+from+China%2C+claiming+state-of-the-art+results+on+benchmarks+like+HLE+and+BrowseComp%2C+and+offering+aggressive+API+pricing+and+throughput.&type=issue&issueNumber=01&date=2026-01-27T05%3A44%3A39.731Z&companies=moonshotai&models=kimi-k2.5 Moonshot Kimi K2.5 - Beats Sonnet 4.5 at half the cost, SOTA Open Model, first Native Image+Video, 100 parallel Agent Swarm manager **MoonshotAI's Kimi K2.5** is a **32B active-1T parameter open-weights model** featuring **native multimodality** with image and video understanding, built through continual pretraining on **15 trilli https://prismix.dev/news/6314aebbd61e 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/64efbd469e7770db74cb72f5/rNoYY6yaQSfXYMBn3M1xb.png Unlocking Agentic RL Training for GPT-OSS: A Practical Retrospective Back to Articles Unlocking Agentic RL Training for GPT-OSS: A Practical Retrospective Team Article Published January 27, 2026 Upvote 74 Jason Zhu JasonZhu13 LinkedIn Hejian Sang pb09204048 LinkedIn Ar https://prismix.dev/news/7ab25284e7d3 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!3yYS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258.png Import AI 442: Winners and losers in the AI economy; math proof automation; and industrialization of cyber espionage Is superintelligence a phase change or a gradual shift? https://prismix.dev/news/a6bdc35c6833 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=Anthropic+launches+the+MCP+Apps+open+spec%2C+in+Claude.ai&description=**Anthropic**+has+officially+absorbed+the+independent+MCP+UI+project+and%2C+collaborating+with+**OpenAI**%2C+**Block**%2C+**VS+Code**%2C+**Antigravity**%2C+**JetBrains**%2C+and+**AWS**%2C+released+the+**MCP+Apps+spec**+and+official+support+in+**Claude.ai**.+This+standard+aims+to+enable+a+rich+ecosystem+of+interoperable+applications+with+rich+UI%2C+addressing+the+proliferation+of+subscription+services.+Meanwhile%2C+**NVIDIA**+introduced+**ToolOrchestra**+with+an+**8B+orchestrator**+model+trained+via+scalable+reinforcement+learning+for+efficient+agent+orchestration.+The+concept+of+Recursive+Language+Models+%28RLMs%29+is+gaining+traction+for+efficient+context+management+in+agent+stacks.+The+%E2%80%9CClawdbot%E2%80%9D+UX+pattern+emphasizes+outcome-first+assistant+design+with+tight+context+and+tool+integration%2C+sparking+security+concerns+around+prompt+injection.+**Alibaba**+launched+**Qwen3-Max-Thinking**%2C+a+flagship+reasoning+and+agent+model+with+adaptive+tool+use+and+strong+benchmark+scores%2C+now+available+in+public+evaluation+platforms+like+LM+Arena+and+Yupp.&type=issue&issueNumber=01&date=2026-01-26T05%3A44%3A39.731Z&companies=anthropic%2Copenai%2Cblock%2Cvs-code%2Cantigravity%2Cjetbrains%2Caws%2Cnvidia%2Calibaba%2Cclaude-ai&models=claude-ai%2Ctoolorchestra-8b%2Cqwen3-max-thinking Anthropic launches the MCP Apps open spec, in Claude.ai **Anthropic** has officially absorbed the independent MCP UI project and, collaborating with **OpenAI**, **Block**, **VS Code**, **Antigravity**, **JetBrains**, and **AWS**, released the **MCP Apps sp https://prismix.dev/news/cef9ff40519e 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/1f97789d-b769-45fe-b884-ba0f7941da9e_1846x1230.png Categories of Inference-Time Scaling for Improved LLM Reasoning And an Overview of Recent Inference-Scaling Papers https://prismix.dev/news/0c17391192b5 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!DD0F!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fad78697b-1e48-408a-95a7-74e2025733af_2392x1468.png 📆 ThursdAI - Jan 22 - Clawdbot deep dive, GLM 4.7 Flash, Anthropic constitution + 3 new TSS models From Weights & Biases - deep dive into Clawdbot, an personal AI assistant that learns and evolves, GLM 4.7 Flash, a bunch of new TTS models and Claude's new constitution! https://prismix.dev/news/16d003ae0b3e 2026-05-20 monthly 0.7 https://zed.dev/img/post/on-llms/thumbnail.webp On Programming with Agents Agents handle typing so we can focus on thinking. https://prismix.dev/news/7f9102717fb1 2026-05-20 monthly 0.7 https://images.ctfassets.net/jdtwqhzvc2n1/5RLyQIpBeVXxv0RpcXZxWQ/fd9680c6d82acd8208ac341fc575f5fb/nuneybits_Vector_art_of_a_sleek_bullet_train_bursting_from_a_cl_32a805aa-272c-4b34-ac16-cf20508b7ff4.webp?w=300&q=30 Railway secures $100 million to challenge AWS with AI-native cloud infrastructure Railway , a San Francisco-based cloud platform that has quietly amassed two million developers without spending a dollar on marketing, announced Thursday that it raised $100 million in a Series B fund https://prismix.dev/news/9f34663593ce 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**Anthropic**+launches+%22Claude+in+Excel+Pro%22+with+enhanced+features.+**OpenAI**+reveals+upcoming+**Codex**+agent+loop+and+cybersecurity+measures.+**Google**+boosts+**Gemini+App**+quotas+and+partners+with+**Sakana+AI**+for+advanced+AI+Scientist+projects+in+Japan.+**Cursor**+introduces+Agent+Skills+for+dynamic+context+focus.+**GPT-5.2+Pro**+achieves+**31%25**+on+FrontierMath+Tier+4%2C+showing+significant+benchmark+progress.+**Baseten**+raises+**%24300M**+at+a+**%245B+valuation**+targeting+high-performance+inference.+Discussions+highlight+math+benchmarks+as+indicators+of+AI+capability%2C+uneven+AGI+progress%2C+and+the+importance+of+reasoning+and+continual+learning+as+future+frontiers.+Notable+figures+include+*Sam+Altman*%2C+*Fran%C3%A7ois+Chollet*%2C+*Shane+Legg*%2C+and+*Demis+Hassabis*.&type=issue&issueNumber=01&date=2026-01-22T05%3A44%3A39.731Z&companies=anthropic%2Copenai%2Cgoogle%2Csakana-ai%2Ccursor%2Cbaseten%2Cepoch-ai-research%2Cdeepmind&models=claude-3%2Ccodex%2Cgemini%2Cgpt-5.2-pro not much happened today **Anthropic** launches "Claude in Excel Pro" with enhanced features. **OpenAI** reveals upcoming **Codex** agent loop and cybersecurity measures. **Google** boosts **Gemini App** quotas and partners w https://prismix.dev/news/2cc75063d0d1 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/64c47f731d44fc06afc80953/fB0GHxhoG5McKZtklVj_I.png AssetOpsBench: Bridging the Gap Between AI Agent Benchmarks and Industrial Reality Back to Articles AssetOpsBench: Bridging the Gap Between AI Agent Benchmarks and Industrial Reality Enterprise Article Published January 21, 2026 Upvote 33 Dhaval Patel DhavalPatel ibm-research James https://prismix.dev/news/4ed89d86f89e 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=OpenEvidence%2C+the+%E2%80%98ChatGPT+for+doctors%2C%E2%80%99+raises+%24250m+at+%2412B+valuation%2C+12x+from+%241b+last+Feb&description=**OpenEvidence**+raised+**%2412+billion**%2C+a+12x+increase+from+last+year%2C+with+usage+by+40%25+of+U.S.+physicians+and+over+%24100+million+in+annual+revenue.+**Anthropic**+released+a+new+**Claude**+model+constitution+under+**CC0+1.0**%2C+framing+it+as+a+living+document+for+alignment+and+training.+**Podium**+reported+over+**%24100+million+ARR**+from+**10%2C000%2B+AI+agents**%2C+shifting+from+software+sales+to+AI+operators.+Innovations+in+agent+memory+and+reliability+include+the+**Agent+Cognitive+Compressor+%28ACC%29**+and+multi-agent+scientific+workflows+via+**MCP-SIM**.+Agentic+benchmarking+shows+challenges+in+long-horizon+tasks+with+models+like+**Gemini+3+Flash+High**%2C+**GPT-5.2+High**%2C+and+**Claude+Opus+4.5+High**+scoring+modestly+on+professional+services+and+legal+research+benchmarks.&type=issue&issueNumber=01&date=2026-01-21T05%3A44%3A39.731Z&companies=openevidence%2Canthropic%2Cpodium%2Copenai%2Cgoogle%2Cgemini&models=claude%2Cclaude-3%2Cclaude-opus%2Cgpt-5.2%2Cgemini-3-flash-high OpenEvidence, the ‘ChatGPT for doctors,’ raises $250m at $12B valuation, 12x from $1b last Feb **OpenEvidence** raised **$12 billion**, a 12x increase from last year, with usage by 40% of U.S. physicians and over $100 million in annual revenue. **Anthropic** released a new **Claude** model cons https://prismix.dev/news/1eaa5743cd62 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/62543749b777cd32720675c2/kXuitQ-DyXNAqtzAFGqi-.webp One Year Since the “DeepSeek Moment” Back to Articles One Year Since the “DeepSeek Moment” Team Article Published January 20, 2026 Upvote 62 Adina Yakefu AdinaY huggingface Irene Solaiman irenesolaiman huggingface This is the first blog https://prismix.dev/news/51a69ad14b45 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**X+Engineering**+open-sourced+its+new+transformer-based+recommender+algorithm%2C+sparking+community+debate+on+transparency+and+fairness.+**GLM-4.7-Flash+%2830B-A3B%29**+gains+momentum+as+a+strong+local+inference+model+with+efficient+KV-cache+management+and+quantization+tuning+strategies.+Innovations+include+tensor+parallelism+on+Mac+Minis+achieving+%7E100+tok%2Fs+throughput.+Research+highlights+%22Societies+of+Thought%22+as+a+reasoning+mechanism+improving+model+accuracy+by+20%25%2B.&type=issue&issueNumber=01&date=2026-01-20T05%3A44%3A39.731Z&companies=x-ai%2Cunsloth-ai%2Cgoogle%2Cdeepseek%2Collama&models=glm-4.7-flash%2Cgrok%2Cdeepseek-r1%2Cqwq not much happened today **X Engineering** open-sourced its new transformer-based recommender algorithm, sparking community debate on transparency and fairness. **GLM-4.7-Flash (30B-A3B)** gains momentum as a strong local inf https://prismix.dev/news/c1fc81779824 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/5df85abada6d0311fd3d5408/ULgU7-Z51YYJN4fl1FnWH.jpeg Differential Transformer V2 Back to Articles Differential Transformer V2 Enterprise Article Published January 20, 2026 Upvote 50 Li Dong unilm microsoft Tianzhu Ye, Li Dong, Yutao Sun, Furu Wei Github Link Notion Link (for bette https://prismix.dev/news/d97821963ad0 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/overworld/overworld_image.png Introducing Waypoint-1: Real-time interactive video diffusion from Overworld Back to Articles Waypoint-1: Real-time Interactive Video Diffusion from Overworld Published January 20, 2026 Update on GitHub Upvote 43 Andrew Lapp lapp0 Overworld Louis Castricato LouisCastricato Ove https://prismix.dev/news/57acb5e93e91 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!3yYS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258.png Import AI 441: My agents are working. Are yours? Plus: Corrupting AI systems with a poison fountain https://prismix.dev/news/99a74fa8e5c3 2026-05-20 monthly 0.7 https://images.ctfassets.net/jdtwqhzvc2n1/1U9H8GLIqoGqKpitVfgw3T/ba56292f99409eca709dac0b176ec245/nuneybits_Vector_art_of_white_goose_silhouette_flying_through_c_8100d5a7-9e36-4ed6-a188-016470e1d0e1.webp?w=300&q=30 Claude Code costs up to $200 a month. Goose does the same thing for free. The artificial intelligence coding revolution comes with a catch: it's expensive. Claude Code , Anthropic's terminal-based AI agent that can write, debug, and deploy code autonomously, has c https://prismix.dev/news/20864acaaf50 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**AI+News+for+1%2F16%2F2026-1%2F19%2F2026**+covers+new+architectures+for+scaling+Transformer+memory+and+context%2C+including+**STEM**+from+**Carnegie+Mellon**+and+**Meta+AI**%2C+which+replaces+part+of+the+FFN+with+a+token-indexed+embedding+lookup+enabling+CPU+offload+and+asynchronous+prefetch.+**RePo**+from+**Sakana+AI**+introduces+adaptive+positional+reordering+to+improve+robustness+on+noisy+and+long-range+contexts.+Model+releases+highlight+**Zhipu+AI%27s+GLM-4.7-Flash**%2C+a+**30B-class+MLA+%2B+small+MoE**+model+optimized+for+coding+and+agentic+tasks%2C+noted+for+strong+benchmark+performance+and+a+compression+narrative+from+larger+to+smaller+models.+Inference+and+deployment+updates+include+**mlx-lm+0.30.3**+supporting+GLM-4.7-Flash+with+efficient+4-bit+performance+on+laptops.+The+report+emphasizes+practical+takeaways+on+static+sparsity%2C+adaptive+ordering%2C+and+the+resurgence+of+small%2C+fast+models+for+interactive+tasks.+*%22Sparse+capacity+doesn%E2%80%99t+have+to+mean+MoE+routers+%2B+expert+parallelism%3B+static+sparsity+can+be+systems-friendly.%22*&type=issue&issueNumber=01&date=2026-01-19T05%3A44%3A39.731Z&companies=meta-ai-fair%2Ccarnegie-mellon%2Csakana-ai%2Czhipu-ai&models=glm-4.7-flash%2Cglm-4.7%2Cglm-4.5%2Cqwen3-vl%2Cqwen not much happened today **AI News for 1/16/2026-1/19/2026** covers new architectures for scaling Transformer memory and context, including **STEM** from **Carnegie Mellon** and **Meta AI**, which replaces part of the FFN wit https://prismix.dev/news/2f6e8f891c0a 2026-05-20 monthly 0.7 https://images.ctfassets.net/jdtwqhzvc2n1/4gD12ThOmNHZuosqC4xCTz/277b1e8968da602108a29fae2eaca440/nuneybits_Vector_art_of_billboard_with_cryptic_code_dbe5b0ff-7644-45e6-a1ca-4a5dceeff986.webp?w=300&q=30 Listen Labs raises $69M after viral billboard hiring stunt to scale AI customer interviews Alfred Wahlforss was running out of options. His startup, Listen Labs , needed to hire over 100 engineers, but competing against Mark Zuckerberg's $100 million offers seemed impossible. So he spe https://prismix.dev/news/141edcd2d5e5 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/Zjnj0gY_25f0ViblCdUXRkKDvp1PiT4Y21X3MYcWYY-pxJFGeyJpUnBUn-Hdn9jiOwMiMNdLgDu-nrhQ6mS3Fknla2TpSqrRIMqfH1qmHKgV1DSN0g=w1440-h810-n-nu D4RT: Teaching AI to see the world in four dimensions D4RT: Unified, efficient 4D reconstruction and tracking up to 300x faster than prior methods. https://prismix.dev/news/8d16aca0f01d 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=ChatGPT+starts+testing+ads+on+free+tier+%2B+new+%248%2Fmo+Go+plan+in+the+US&description=**OpenAI**+announced+the+**ChatGPT+Go**+tier+at+**%248%2Fmonth**+with+ads+testing+in+the+US+free+tier%2C+emphasizing+that+ads+will+not+influence+responses+and+will+be+clearly+labeled.+The+update+includes+memory+improvements+and+a+%22very+fast+Codex%22+feature+teased+by+**Sam+Altman**.+The+Codex+CLI+ecosystem+now+supports+open-weight+models+with+improved+context+length.+Discussions+highlight+the+importance+of+human-in-the-loop+for+reliability+in+agent+orchestration+and+file+interface+improvements+over+traditional+retrieval-augmented+generation.&type=issue&issueNumber=01&date=2026-01-16T05%3A44%3A39.731Z&companies=openai%2Collama&models=chatgpt-go%2Ccodex ChatGPT starts testing ads on free tier + new $8/mo Go plan in the US **OpenAI** announced the **ChatGPT Go** tier at **$8/month** with ads testing in the US free tier, emphasizing that ads will not influence responses and will be clearly labeled. The update includes me https://prismix.dev/news/de4b966d0fbf 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!Hc84!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F803368b1-e959-4bb1-9988-d667d86a86af_2584x1614.png 📆 ThursdAI - Jan 15 - Agent Skills Deep Dive, GPT 5.2 Codex Builds a Browser, Claude Cowork for the Masses, and the Era of Personalized AI! From Weights & Biases - come learn what agent skills are all about, Claude Cowork opens the door for non coders to do agentic stuff, GPT 5.2 Codex in API and Gemini get personalized! Big week! https://prismix.dev/news/e1bd4c4ca6f0 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/bbfbfbf2-988e-4a86-9603-27a999afdc10_360x360.webp Hiring scouts to help me find guests $100/hour, fully remote. Ideal candidate is maybe a grad student/post doc/or working in one of: bio, history, econ, math/physics, AI/hardware. https://prismix.dev/news/1b382707e47a 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=Open+Responses%3A+explicit+spec+for+OpenAI%27s+Responses+API+supported+by+OpenRouter%2C+Ollama%2C+Huggingface%2C+vLLM%2C+et+al&description=**OpenAI**+launched+the+**Open+Responses**+API+spec%2C+an+open-source%2C+multi-provider+standard+for+interoperable+LLM+APIs+designed+to+simplify+agent+stacks+and+tooling.+Early+adopters+like+**ollama**+and+**vLLM**+support+the+spec%2C+while+notable+absences+include+**anthropic**+and+**google-deepmind**.+Agent+design+insights+from+**Cursor**+emphasize+explicit+roles+and+planning+over+mega-agent+models%2C+with+**GPT-5.2**+outperforming+**Opus+4.5**+in+long+runs.+The+emerging+dominant+context%2Fmemory+abstraction+for+agents+is+a+**filesystem-as-memory**+approach%2C+championed+by+**llamaindex**+and+**langchain**%2C+using+virtual+filesystems+often+backed+by+databases+like+Postgres.+LangChain+also+shipped+an+open-source+desktop+interface+for+agent+orchestration+called+**openwork**.+This+news+highlights+advances+in+API+standardization%2C+agent+architecture%2C+and+memory+abstractions+in+AI+development.&type=issue&issueNumber=01&date=2026-01-15T05%3A44%3A39.731Z&companies=openai%2Collama%2Cvllm%2Copenrouter%2Canthropic%2Cgoogle-deepmind%2Clangchain%2Cllamaindex&models=gpt-5.2%2Copus-4.5 Open Responses: explicit spec for OpenAI's Responses API supported by OpenRouter, Ollama, Huggingface, vLLM, et al **OpenAI** launched the **Open Responses** API spec, an open-source, multi-provider standard for interoperable LLM APIs designed to simplify agent stacks and tooling. Early adopters like **ollama** an https://prismix.dev/news/9376086b5b51 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/openresponses/thumbnail.png Open Responses: What you need to know Back to Articles Open Responses: What you need to know Published January 15, 2026 Update on GitHub Upvote 111 shaun smith evalstate ben burtenshaw burtenshaw merve merve Pedro Cuenca pcuenq Open Respo https://prismix.dev/news/20df953bce1b 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today.&description=**OpenAI**+launched+**GPT-5.2-Codex**+API%2C+touted+as+their+strongest+coding+model+for+long-running+tasks+and+cybersecurity.+**Cursor**+integrated+GPT-5.2-Codex+to+autonomously+run+a+browser+for+a+week%2C+producing+over+3+million+lines+of+Rust+code.+**GitHub**+incorporated+it+into+their+code+tools%2C+easing+enterprise+adoption.+Discussions+highlight+the+importance+of+review+loops+in+agent+systems+and+debate+evaluation+metrics+for+coding+models.+**OpenAI**+partnered+with+**Cerebras**+to+improve+inference+speed+and+latency%2C+with+Cerebras+serving+**GLM-4.7**+at+1%2C445+tokens%2Fsec+and+low+latency.+Provider+benchmarking+reveals+tradeoffs+in+throughput%2C+latency%2C+and+context+window+sizes.+**Modal**+shared+operational+scaling+insights+for+self-hosted+inference+fleets+of+20k+GPUs%2C+focusing+on+batch+inference+optimization+with+**vLLM**+and+FlashInfer+backend.+This+reflects+a+focus+on+inference+infrastructure%2C+long-horizon+autonomous+agents%2C+and+coding+model+evaluation.&type=issue&issueNumber=01&date=2026-01-14T05%3A44%3A39.731Z&companies=openai%2Ccursor%2Cgithub%2Ccerebras%2Cmodal%2Cartificial-analysis%2Cvllm&models=gpt-5.2-codex%2Cglm-4.7 not much happened today. **OpenAI** launched **GPT-5.2-Codex** API, touted as their strongest coding model for long-running tasks and cybersecurity. **Cursor** integrated GPT-5.2-Codex to autonomously run a browser for a week https://prismix.dev/news/cb6c48f7124a 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Veo3.1IngredientstoVideo_Social.width-1300.png Veo 3.1 Ingredients to Video: More consistency, creativity and control Our latest Veo update generates lively, dynamic clips that feel natural and engaging — and supports vertical video generation. https://prismix.dev/news/0d32aa6b6a8f 2026-05-20 monthly 0.7 https://images.ctfassets.net/jdtwqhzvc2n1/4Xrcg14GLKFlwSEnuEzxyS/21c85d29d03c4c974076475c009e3b38/nuneybits_Vector_art_of_chat_bubbles_on_a_computer_screen_in_th_5018a7ea-3496-4103-8453-7ba1b129189a.webp?w=300&q=30 Salesforce rolls out new Slackbot AI agent as it battles Microsoft and Google in workplace AI Salesforce on Tuesday launched an entirely rebuilt version of Slackbot , the company's workplace assistant, transforming it from a simple notification tool into what executives describe as a full https://prismix.dev/news/3cce7a43a698 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=Anthropic+Labs%3A+Cowork%2C+Claude+Code%2C+MCP%2C+Skills+incubator+led+by+Mike+Krieger+and+Ben+Mann&description=**Anthropic**+consolidates+its+AI+agent+products+under+the+**Cowork**+brand%2C+integrating+prior+tools+like+**Claude+Code**+and+**Claude+for+Chrome**+into+a+unified+agent+with+sandboxed+Linux+VM+environments+using+**Apple%27s+virtualization**+and+**bubblewrap**+for+security.+Meanwhile%2C+**Anthropic+Labs**+reorganizes+with+Mike+Krieger+stepping+down+as+CPO%2C+focusing+on+productizing+**Claude**+with+a+%3E%241B+ARR+agent+lab.+The+AI+community+debates+the+meaning+of+%22vibe+coding%2C%22+emphasizing+disciplined+engineer+verification+over+casual+coding.+**LangChain**+launches+**Agent+Builder+GA**%2C+offering+no-code+but+powerful+agent+orchestration+features+like+memory%2C+triggers%2C+and+human-in-the-loop+approvals.+Some+experts+advocate+simplifying+agent+tooling+to+core+filesystem+and+bash+access+for+efficiency.+Open-source+recreations+of+Cowork-like+environments+using+**QEMU**+and+sandboxing+tools+highlight+rapid+commoditization+of+AI+agent+tech.&type=issue&issueNumber=01&date=2026-01-13T05%3A44%3A39.731Z&companies=anthropic%2Clangchain%2Capple&models=claude%2Cclaude-code Anthropic Labs: Cowork, Claude Code, MCP, Skills incubator led by Mike Krieger and Ben Mann **Anthropic** consolidates its AI agent products under the **Cowork** brand, integrating prior tools like **Claude Code** and **Claude for Chrome** into a unified agent with sandboxed Linux VM environ https://prismix.dev/news/b9e9b1c6f3b1 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!3yYS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258.png Import AI 440: Red queen AI; AI regulating AI; o-ring automation How many of your are LLMs? https://prismix.dev/news/157324a9612f 2026-05-20 monthly 0.7 https://images.ctfassets.net/jdtwqhzvc2n1/wHv1Wez7Ps9wYVYAo9fwT/14b41f606dbf1f5b17994be510407449/nuneybits_Hyper-realistic_image_of_a_retro_computer_with_a_glos_61ffb6e2-7c33-4d45-85f7-69c28693b3ec.webp?w=300&q=30 Anthropic launches Cowork, a Claude Desktop agent that works in your files — no coding required Anthropic released Cowork on Monday, a new AI agent capability that extends the power of its wildly successful Claude Code tool to non-technical users — and according to company insiders, the team bui https://prismix.dev/news/639d06452bf5 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=Apple+picks+Google%27s+Gemini+to+power+Siri%27s+next+generation&description=**Apple**+has+decided+to+power+Siri+with+**Google%27s+Gemini+models**+and+cloud+technology%2C+marking+a+significant+partnership+and+a+setback+for+**OpenAI**%2C+which+was+initially+partnered+with+Apple.+**Anthropic**+launched+%22Cowork%2C%22+a+product+preview+for+Claude%27s+coding+capabilities%2C+sparking+discussions+about+%22LLM+OS%22.+**OpenAI**+introduced+**ChatGPT+Health**+and+acquired+**Torch**+to+expand+in+healthcare+AI.+**DeepSeek**+unveiled+**Engram**%2C+a+new+conditional+memory+module+that+enables+O%281%29+lookup-style+memory+for+static+patterns%2C+improving+long-context+handling+and+offering+hardware-friendly+optimizations+to+scale+knowledge+capacity+efficiently.+Engram+is+positioned+as+a+key+modeling+primitive+for+next-gen+sparse+models%2C+with+ongoing+community+debate+about+its+architectural+merits+and+practical+impact.&type=issue&issueNumber=01&date=2026-01-12T05%3A44%3A39.731Z&companies=apple%2Cgoogle%2Copenai%2Canthropic%2Cdeepseek&models=gemini%2Cclaude%2Cchatgpt%2Cengram Apple picks Google's Gemini to power Siri's next generation **Apple** has decided to power Siri with **Google's Gemini models** and cloud technology, marking a significant partnership and a setback for **OpenAI**, which was initially partnered with Apple. **An https://prismix.dev/news/d7c64f29c70f 2026-05-20 monthly 0.7 https://substackcdn.com/image/vimeo/w_728,c_limit,d_video_placeholder.png/903855670 What I've been reading recently - Jan 10, 2026 Nonlinear dynamics and Chaos, Machines of Loving Grace, Max Hodak’s theory of consciousness, Neural network training makes beautiful fractals https://prismix.dev/news/8fa7b5195a54 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**Anthropic**+tightens+usage+policies+for+**Claude+Max**+in+third-party+apps%2C+prompting+builders+to+adopt+**model-agnostic+orchestration**+and+**BYO-key**+defaults+to+mitigate+platform+risks.+The+**Model+Context+Protocol+%28MCP%29**+is+evolving+into+a+key+tooling+plane+with+**OpenAI+MCP+Server**+and+**mcp-cli**+enhancing+tool+discovery+and+token+efficiency.+The+concept+of+**skills**+as+modular%2C+versioned+behaviors+gains+traction%2C+with+implementations+in+**Claude+Code**%2C+**GitHub+Copilot**%2C+and+**Cline**+adding+websearch+tooling.+AI21+Labs+addresses+concurrency+challenges+in+agent+workspaces+using+**git+worktrees**+for+transactional+parallel+writes%2C+while+long-horizon+agents+focus+on+**context+engineering**+and+persistent+file-centric+workspaces.&type=issue&issueNumber=01&date=2026-01-09T05%3A44%3A39.731Z&companies=anthropic%2Copenai%2Cai21-labs%2Cgithub%2Ccline&models=claude-max not much happened today **Anthropic** tightens usage policies for **Claude Max** in third-party apps, prompting builders to adopt **model-agnostic orchestration** and **BYO-key** defaults to mitigate platform risks. The **Mo https://prismix.dev/news/cbb96c6b4eb3 2026-05-20 monthly 0.7 https://zed.dev/img/post/quality-week/2025-12/thumbnail.webp Quality Week - December 2025 A look at what the Zed team and community accomplished during our December 2025 Quality Week, focusing on stability, performance, and polish. https://prismix.dev/news/488264ee497e 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!NI31!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5883aacf-f80d-4eaf-b26a-e79ef76efbe1_2752x1536.jpeg ThursdAI - Jan 8 - Vera Rubin's 5x Jump, Ralph Wiggum Goes Viral, GPT Health Launches & XAI Raises $20B Mid-Controversy Listen now | From Weights & Biases, latest ThursdAI roundup with NVIDIA CES news, Grok no guardrails, Ralph Wiggum breakdown with Ryan, GPT Health and OSS AI! https://prismix.dev/news/e821ccaa68c1 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**Stanford+paper**+reveals+**Claude+3.7+Sonnet**+memorized+**95.8%25+of+Harry+Potter+1**%2C+highlighting+copyright+extraction+risks+compared+to+**GPT-4.1**.+**Google+AI+Studio**+sponsors+**TailwindCSS**+amid+OSS+funding+debates.+**Google**+and+**Sundar+Pichai**+launch+**Gmail+Gemini+3**+features+including+AI+Overviews+and+natural-language+search+with+user+controls.+**Alibaba+Qwen**+releases+**Qwen3-VL-Embedding**+and+**Qwen3-VL-Reranker**%2C+a+multimodal%2C+multilingual+retrieval+stack+supporting+text%2C+images%2C+and+video+with+quantization+and+instruction+customization%2C+achieving+strong+benchmark+results.+**Z.ai**+goes+public+on+HKEX+with+**GLM-4.7**+leading+the+Artificial+Analysis+Intelligence+Index+v4.0%2C+showing+gains+in+reasoning%2C+coding%2C+and+agentic+use%2C+with+large-scale+MoE+architecture+and+MIT+license.+**Falcon-H1R-7B**+from+TII+targets+efficient+reasoning+in+smaller+models%2C+scoring+16+on+the+Intelligence+Index.+**AI21+Labs**+introduces+**Jamba2**%2C+a+memory-efficient+enterprise+model+with+hybrid+SSM-Transformer+architecture+and+Apache+2.0+license%2C+available+via+SaaS+and+Hugging+Face.+**vLLM**+shows+throughput+improvements+in+inference+and+kernel+engineering.+*%22Embeddings+should+be+multimodal+by+default%2C%22*+notes+Justin+Lin.&type=issue&issueNumber=01&date=2026-01-08T05%3A44%3A39.731Z&companies=stanford%2Cgoogle%2Cgoogle-deepmind%2Calibaba%2Cz-ai%2Ctii%2Cai21-labs%2Chuggingface&models=claude-3-7-sonnet%2Cgpt-4-1%2Cgemini-3%2Cqwen3-vl-embedding%2Cqwen3-vl-reranker%2Cglm-4-7%2Cfalcon-h1r-7b%2Cjamba2 not much happened today **Stanford paper** reveals **Claude 3.7 Sonnet** memorized **95.8% of Harry Potter 1**, highlighting copyright extraction risks compared to **GPT-4.1**. **Google AI Studio** sponsors **TailwindCSS** a https://prismix.dev/news/9ad140ac1ee0 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!ek1Q!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb4826ad4-f6bc-4b3f-bb8b-8f4f1ec1fa1e_2624x1632.jpeg Claude Code and What Comes Next With the right tools, AI can accomplish impressive things https://prismix.dev/news/fe052daa70a8 2026-05-20 monthly 0.7 https://images.ctfassets.net/jdtwqhzvc2n1/66Tw6dMGGoSZZOK6XB6gm6/0fafc7520898e26c88edf1de9e74e863/nuneybits_Vector_art_of_radiant_skull_emitting_code_beams_deep__17d19acc-0af7-41ad-ac28-16f09ef5234b.webp?w=300&q=30 Nous Research's NousCoder-14B is an open-source coding model landing right in the Claude Code moment Nous Research , the open-source artificial intelligence startup backed by crypto venture firm Paradigm , released a new competitive programming model on Monday that it says matches or exceeds several https://prismix.dev/news/42ae7344f71b 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**AI+News+for+1%2F6%2F2026-1%2F7%2F2026**+highlights+a+quiet+day+with+key+updates+on+**LangChain+DeepAgents**+introducing+**Ralph+Mode**+for+persistent+agent+loops%2C+**Cursor**+improving+context+management+by+reducing+token+usage+by+**46.9%25**%2C+and+operational+safety+measures+for+coding+agents+with+allow%2Fdeny+lists.+**MCP**+integration+is+expanding+across+assistants+and+robotics%2C+with+Hugging+Face+embedding+assistants+via+**HuggingChat+%2B+HF+MCP+server**.+The+**DeepSeek-R1**+paper+has+been+expanded+to+**86+pages**%2C+emphasizing+trajectory+exploration+and+RL+shaping+behavior.+**NousCoder-14B**+shows+a+**%2B7%25+improvement+on+LiveCodeBench**+after+**4+days**+of+RL+training%2C+demonstrating+advances+in+RL+for+coding+with+small+open+models.+Top+tweets+also+mention+a+viral+%2296GB+RAM+laptop%22%2C+**ChatGPT+Health**+launch+by+**OpenAI**%2C+and+**Karpathy**%27s+nanochat+scaling-law+miniseries.&type=issue&issueNumber=01&date=2026-01-07T05%3A44%3A39.731Z&companies=langchain%2Ccursor%2Chuggingface%2Copenai%2Cweights-biases&models=nouscoder-14b%2Cdeepseek-r1 not much happened today **AI News for 1/6/2026-1/7/2026** highlights a quiet day with key updates on **LangChain DeepAgents** introducing **Ralph Mode** for persistent agent loops, **Cursor** improving context management by https://prismix.dev/news/f012e0fb1b59 2026-05-20 monthly 0.7 https://zed.dev/img/post/dev-containers/thumbnail.webp Run Your Project in a Dev Container, in Zed Open projects in Docker-based Dev Containers in Zed for consistent, reproducible development environments. https://prismix.dev/news/0dd84cfc61ba 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=xAI+raises+%2420B+Series+E+at+%7E%24230B+valuation&description=**xAI**%2C+Elon+Musk%27s+AI+company%2C+completed+a+massive+**%2420+billion+Series+E+funding+round**%2C+valuing+it+at+about+**%24230+billion**+with+investors+like+**Nvidia**%2C+**Cisco+Investments**%2C+and+others.+The+funds+will+support+AI+infrastructure+expansion+including+**Colossus+I+and+II+supercomputers**+and+training+**Grok+5**%2C+leveraging+data+from+**X%27s+600+million+monthly+active+users**.+At+**CES+2026**%2C+the+focus+was+on+%22AI+everywhere%22+with+a+strong+emphasis+on+**AI-first+hardware**+and+integration+between+**NVIDIA**+and+**Hugging+Face%27s+LeRobot**+for+robotics+development.+The+**Reachy+Mini**+robot+is+gaining+traction+as+a+consumer+robotics+platform.+In+software%2C+**Claude+Code**+is+emerging+as+a+popular+local%2Fprivate+coding+assistant%2C+with+new+UI+features+in+**Claude+Desktop**+and+innovations+like+**Cursor%27s+dynamic+context**+reducing+token+usage+by+nearly+**47%25**+in+multi-MCP+setups.+*%22The+600+million+MAU+figure+in+xAI%E2%80%99s+announcement+combines+X+platform+users+with+Grok+users.+That%E2%80%99s+a+clever+framing+choice.%22*&type=issue&issueNumber=01&date=2026-01-06T05%3A44%3A39.731Z&companies=xai%2Cnvidia%2Ccisco%2Cfidelity%2Cvalor-equity-partners%2Cqatar-investment-authority%2Cmgx%2Cstepstone-group%2Cbaron-capital-group%2Chugging-face%2Camd&models=grok-5%2Cclaude-code xAI raises $20B Series E at ~$230B valuation **xAI**, Elon Musk's AI company, completed a massive **$20 billion Series E funding round**, valuing it at about **$230 billion** with investors like **Nvidia**, **Cisco Investments**, and others. The https://prismix.dev/news/83fb5439cd58 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/63b738acbd2d1535227daa4c/7B01Lxy_IS-2FaPGUKJiA.png NVIDIA Cosmos Reason 2 Brings Advanced Reasoning To Physical AI Back to Articles NVIDIA Cosmos Reason 2 Brings Advanced Reasoning To Physical AI Enterprise + Article Published January 5, 2026 Upvote 64 Tsung-Yi Lin tsungyi nvidia Debraj Sinha debrajsinha nvidia NV https://prismix.dev/news/33549f71f0dc 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!3yYS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258.png Import AI 439: AI kernels; decentralized training; and universal representations How might a hypothetical superintelligence represent a soul to itself? https://prismix.dev/news/7f6225b387c6 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/659bc8a7b0f43ed69f0b2300/hB7RdDHJprXx2oi4UOCmN.png Introducing Falcon-H1-Arabic: Pushing the Boundaries of Arabic Language AI with Hybrid Architecture Back to Articles Introducing Falcon-H1-Arabic: Pushing the Boundaries of Arabic Language AI with Hybrid Architecture Community Article Published January 5, 2026 Upvote 40 Basma Boussaha basma-b tiiuae https://prismix.dev/news/bfc485f1d477 2026-05-20 monthly 0.7 https://images.ctfassets.net/jdtwqhzvc2n1/6VsJWNsStTR57q9vFd5L08/a0d88b4dcbd1e9ba77fd72a9c55988d9/nuneybits_Vector_art_of_programmer_conducting_robot_orchestra_i_908157a9-d44f-4bce-b390-5913b88dad27.webp?w=300&q=30 The creator of Claude Code just revealed his workflow, and developers are losing their minds When the creator of the world's most advanced coding agent speaks, Silicon Valley doesn't just listen — it takes notes. For the past week, the engineering community has been dissecting a thr https://prismix.dev/news/a4245cf46376 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**AI+News**+from+early+January+2026+highlights+a+viral+economic+prediction+about+**Vietnam**+surpassing+Thailand%2C+**Microsoft**%27s+reported+open-sourcing+of+**bitnet.cpp**+for+1-bit+CPU+inference+promising+speed+and+energy+gains%2C+and+a+new+research+partnership+between+**Google+DeepMind**+and+**Boston+Dynamics**+focusing+on+**Gemini+Robotics**+and+**Atlas+hardware**.+The+concept+of+**agentic+coding**+is+gaining+traction%2C+emphasizing+human+oversight+and+infrastructure+layers+called+**Agent+Harnesses**+to+manage+long-running+AI+tasks%2C+with+advocates+like+**Philipp+Schmid**+promoting+this+shift.+Innovations+in+persistent+memory+for+coding+agents%2C+such+as+**Claude-Mem**%2C+aim+to+improve+context+durability.+There+is+also+critical+discussion+on+the+specification+problem+in+agent+workflows%2C+advocating+for+better+abstractions+beyond+conversational+intent.+Practical+challenges+include+managing+parallel+agents+and+permission+risks.+Additionally%2C+open+tooling+advances+include+a+**JAX-based+LLM-Pruning+Collection**+for+efficient+model+pruning+methods.&type=issue&issueNumber=01&date=2026-01-05T05%3A44%3A39.731Z&companies=microsoft%2Cgoogle-deepmind%2Cboston-dynamics&models=claude-mem%2Cbitnet-cpp%2Cgemini not much happened today **AI News** from early January 2026 highlights a viral economic prediction about **Vietnam** surpassing Thailand, **Microsoft**'s reported open-sourcing of **bitnet.cpp** for 1-bit CPU inference promi https://prismix.dev/news/49b3f6f1a10d 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/nvidia-reachy-mini/new_thumbnail.png NVIDIA brings agents to life with DGX Spark and Reachy Mini Back to Articles NVIDIA brings agents to life with DGX Spark and Reachy Mini Published January 5, 2026 Update on GitHub Upvote 66 Jeff Boudier jeffboudier Nader Khalil nader-at-nvidia nvidia Alec Fong https://prismix.dev/news/71c5a7461df4 2026-05-20 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**DeepSeek**+released+a+new+paper+on+**mHC%3A+Manifold-Constrained+Hyper-Connections**%2C+advancing+residual-path+design+as+a+key+scaling+lever+in+neural+networks.+Their+approach+constrains+residual+mixing+matrices+to+the+**Birkhoff+polytope**+to+improve+stability+and+performance%2C+with+only+about+**6.7%25+training+overhead**.+The+innovation+includes+systems-level+optimizations+like+fused+kernels+and+activation+recomputation%2C+highlighting+a+frontier-lab+integration+of+math+and+kernel+engineering.+Additionally%2C+discussions+around+**long-horizon+agents**+emphasize+context+management+bottlenecks%2C+introducing+**Recursive+Language+Models+%28RLMs%29**+that+manage+context+dynamically+rather+than+relying+on+larger+context+windows.+This+work+signals+a+shift+in+architectural+design+and+efficiency+for+base+model+training+and+agent+development.&type=issue&issueNumber=01&date=2026-01-02T05%3A44%3A39.731Z&companies=deepseek%2Cbytedance not much happened today **DeepSeek** released a new paper on **mHC: Manifold-Constrained Hyper-Connections**, advancing residual-path design as a key scaling lever in neural networks. Their approach constrains residual mixin https://prismix.dev/news/b2ea64eda723 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!hw1f!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbd0a3b2c-acf4-4d05-ba5f-5535a9a1ba40_2752x1536.jpeg ThursdAI - Jan 1 2026 - Will Brown Interview + Nvidia buys Groq, Meta buys Manus, Qwen Image 2412 & Alex New Year greetings From Weights & Biases, Last episode of last year, first episode of this new one, Groq and Manus are picked up last second, Qwen releases a new image & interview with Will Brown from Prime Intellect https://prismix.dev/news/cf03474449ab 2026-05-20 monthly 0.7 https://prismix.dev/news/339daa4d2cca 2026-05-20 monthly 0.7 https://prismix.dev/news/90fe0bdbdeb9 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/dfad3fc4-b195-4e7e-a6a7-7701b59ed57b_1394x918.png The State Of LLMs 2025: Progress, Problems, and Predictions A 2025 review of large language models, from DeepSeek R1 and RLVR to inference-time scaling, benchmarks, architectures, and predictions for 2026. https://prismix.dev/news/826c2d2a2f7c 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!9GTH!,w_1200,h_675,c_fill,f_jpg,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa0fa9edc-7d0a-4480-9f84-0aa524542654_1688x1502.png LLM Research Papers: The 2025 List (July to December) In June, I shared a bonus article with my curated and bookmarked research paper lists to the paid subscribers who make this Substack possible. https://prismix.dev/news/737a234b2f20 2026-05-20 monthly 0.7 https://prismix.dev/news/4f6adb690a0c 2026-05-20 monthly 0.7 https://prismix.dev/news/5a845e3a897f 2026-05-20 monthly 0.7 https://prismix.dev/news/cde0812f1db7 2026-05-20 monthly 0.7 https://prismix.dev/news/715b01f688c5 2026-05-20 monthly 0.7 https://prismix.dev/news/91844ce984ce 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/end-of-year-blog_keyword_social_share_light_1.width-1300.png Google's year in review: 8 areas with research breakthroughs in 2025 Google 2025 recap: Research breakthroughs of the year https://prismix.dev/news/6e80b7e6557f 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/667521b4585f2bf570950584/bNdKz_2O6GjsvqnLCYe3p.png AprielGuard: A Guardrail for Safety and Adversarial Robustness in Modern LLM Systems Back to Articles AprielGuard: A Guardrail for Safety and Adversarial Robustness in Modern LLM Systems Enterprise Article Published December 23, 2025 Upvote 48 Jaykumar Kasundra JayKasundraSNOW Service https://prismix.dev/news/6aaf5162d562 2026-05-20 monthly 0.7 https://prismix.dev/news/132db53130ed 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!3yYS!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258.png Import AI 438: Silent sirens, flashing for us all You are your LLM history https://prismix.dev/news/f66429fa04e3 2026-05-20 monthly 0.7 https://prismix.dev/news/4ddcd440e5f0 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!B1Pw!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2279cb92-460a-4f73-8594-33fca151925c_2432x1728.jpeg The Shape of AI: Jaggedness, Bottlenecks and Salients And why Nano Banana Pro is such a big deal https://prismix.dev/news/ed4b2a2a362d 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!1U7Q!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd15a048e-e653-4cee-9ada-6e65a131ac53_2048x1005.png Sarah Paine — Why Russia Lost the Cold War Oil crisis, Sino-Soviet split, ethnic rebellions, and arms build-up https://prismix.dev/news/ee01de2f2a0e 2026-05-20 monthly 0.7 https://prismix.dev/news/3796ad08bcbd 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/tokenizers/thumbnail.png Tokenization in Transformers v5: Simpler, Clearer, and More Modular Back to Articles Tokenization in Transformers v5: Simpler, Clearer, and More Modular Published December 18, 2025 Update on GitHub Upvote 124 Ita Zaporozhets itazap Aritra Roy Gosthipaty ariG23498 Arth https://prismix.dev/news/047189296b1f 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/688cf7e6026af0cf8ac969dd/6RiFGxMzn9Fmgml83fK8G.jpeg The Open Evaluation Standard: Benchmarking NVIDIA Nemotron 3 Nano with NeMo Evaluator Back to Articles The Open Evaluation Standard: Benchmarking NVIDIA Nemotron 3 Nano with NeMo Evaluator Enterprise + Article Published December 17, 2025 Upvote 49 Seph Mard sephmard1 nvidia Isabel Huls https://prismix.dev/news/8ad2b4e1dbfb 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Gemini3Flash_Social.width-1300.png Gemini 3 Flash: frontier intelligence built for speed Gemini 3 Flash offers frontier intelligence built for speed at a fraction of the cost. https://prismix.dev/news/e383422ddbf9 2026-05-20 monthly 0.7 https://images.zed.dev/blog/secure-by-default/zed_security_medium.png Zed Moves Toward Secure-by-Default: Introducing Worktree Trust We're introducing a new worktree trust mechanism while maintaining options for a low-friction experience you expect from Zed. https://prismix.dev/news/a1036bc63472 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/_sAKBIumTtxyxwSyja9GQ6TJBPlS38HSuxJoYKLXnj_jiUmvXhi8v1mro_4TrN20v0DazJF_JXeTkadzdABbD4OLxErFqCzkXkYb3ItjIJfEG5WG=w1440-h810-n-nu Gemma Scope 2: helping the AI safety community deepen understanding of complex language model behavior Open interpretability tools for language models are now available across the entire Gemma 3 family with the release of Gemma Scope 2. https://prismix.dev/news/06f95737db70 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/6487da02c4b44322c124f39f/mnJsxp4Mp5t2C-IhmpQ39.png CUGA on Hugging Face: Democratizing Configurable AI Agents Back to Articles CUGA on Hugging Face: Democratizing Configurable AI Agents Enterprise Article Published December 15, 2025 Upvote 67 Jim Laredo laredoj ibm-research Avi Yaeli aviyaeli ibm-research Sam https://prismix.dev/news/7d5033e6a288 2026-05-20 monthly 0.7 https://eugeneyan.com/assets/og_image/2025-review.jpg 2025 Year in Review An eventful year of progress in health and career, while making time for travel and reflection. https://prismix.dev/news/25a5dad07826 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/gemini-audio-flash__keyword_meta__dark.width-1300.png Improved Gemini audio models for powerful voice experiences Improved Gemini audio models for powerful voice interactions Share x.com Facebook LinkedIn Mail Bibo Xu Director of Product Management Tara Sainath Distinguished Research Scientist General summary Goo https://prismix.dev/news/46f63413eef4 2026-05-20 monthly 0.7 https://zed.dev/img/post/settings-ui/thumbnail.webp How We Rebuilt Settings in Zed Behind-the-scenes peek at all the required work to expose a myriad of Zed's settings in a UI. https://prismix.dev/news/523be5574b6a 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/5f17f0a0925b9863e28ad517/wGWbyTyYFKKGDMaAnTz7M.png New in llama.cpp: Model Management Back to Articles New in llama.cpp: Model Management Team Article Published December 11, 2025 Upvote 134 Xuan-Son Nguyen ngxson ggml-org Victor Mustar victor ggml-org llama.cpp server now ships with ro https://prismix.dev/news/d648a6e2afc0 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/tBQIkM0kk6RwDFr_KcsGWPz-0inCqVWNlGVDWsJFMTDh0rKV6OfskswinzD4sJ8PwZD1cQ7mGvBKX93BF6HGpHg86f6814yT-15j2rdAUH2FEDKx=w1440-h810-n-nu Deepening our partnership with the UK AI Security Institute Google DeepMind and UK AI Security Institute (AISI) strengthen collaboration on critical AI safety and security research https://prismix.dev/news/49bcb4575e9f 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/hf-skills-training/thumbnail-codex.png Codex is Open Sourcing AI models Back to Articles Codex is Open Sourcing AI models Published December 11, 2025 Update on GitHub Upvote 82 ben burtenshaw burtenshaw shaun smith evalstate Building on our work to get Claude Code to trai https://prismix.dev/news/a3873a239215 2026-05-20 monthly 0.7 https://images.zed.dev/blog/hidden-gems-part-2/thumbnail.webp Hidden Gems: Part 2 Favorite workflows and hidden features from the Zed team and community. https://prismix.dev/news/2c4a1ee2a455 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/kEnXwYnKsfswiQiI2t7jMcGq8le2W220Er2cffEUnQMhW-pJn9oxKPFo-si3AJFK1EeABmo61EI9j-zFDGyxYZtihMcTPj9IIETajqns0MJiTxNJbmY=w1440-h810-n-nu Strengthening our partnership with the UK government to support prosperity and security in the AI era Deepening our partnership with the UK government to support prosperity and security in the AI era https://prismix.dev/news/8498e968739e 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/UtaV3T8CfCPiTT0lP35kiMU-V9StKRTbJPJBS-aXMNeZZBHEEl7cXvx4m4plgrIn5JyG5ulISD7ycRIrRwKceUUsKcH5tXnid4WD_X6ugPDHSkaRsw=w1440-h810-n-nu FACTS Benchmark Suite: Systematically evaluating the factuality of large language models Systematically evaluating the factuality of large language models with the FACTS Benchmark Suite. https://prismix.dev/news/416f8b2dc454 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!3yYS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258.png Import AI 437: Co-improving AI; RL dreams; AI labels might be annoying Do you believe the singularity is nigh? https://prismix.dev/news/c29e05792b2e 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/swift-huggingface/banner.png Introducing swift-huggingface: The Complete Swift Client for Hugging Face Back to Articles Introducing swift-huggingface: The Complete Swift Client for Hugging Face Published December 5, 2025 Update on GitHub Upvote 43 Mattt mattt Today, we're announcing swift-huggingface , https://prismix.dev/news/2beb768187c6 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/PXxl9YxK3dZGAJLURVcB-lXrBB-2LcGzjh6VvF5m-wnlQZKCj4MAQ4satrUz-o2CE4hV8LatcsbYtnIBtJe_gMnngT_E-ejo66EiAIs8bD9XoKxQuw=w1440-h810-n-nu Engineering more resilient crops for a warming climate Scientists are using AlphaFold to strengthen a photosynthesis enzyme for resilient, heat-tolerant crops. https://prismix.dev/news/ec0deb1b0a97 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/intel-deepmath/banner.png DeepMath: A lightweight math reasoning Agent with smolagents Back to Articles DeepMath: A lightweight math reasoning Agent with smolagents Published December 4, 2025 Update on GitHub Upvote 40 Daniel Fleischer danf Intel Moshe Berchansky mber Intel Moshe Wasser https://prismix.dev/news/3add516dae33 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/hf-skills-training/thumbnail.png We Got Claude to Fine-Tune an Open Source LLM Back to Articles We Got Claude to Fine-Tune an Open Source LLM Published December 4, 2025 Update on GitHub Upvote 624 ben burtenshaw burtenshaw shaun smith evalstate We gave Claude the ability to fine https://prismix.dev/news/f29a804a61ab 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/0c867bba-a952-4285-849e-e70a5555622c_1990x1576.png From DeepSeek V3 to V3.2: Architecture, Sparse Attention, and RL Updates Understanding How DeepSeek's Flagship Open-Weight Models Evolved https://prismix.dev/news/e5b4c272b7dd 2026-05-20 monthly 0.7 https://zed.dev/img/post/rainbow-brackets/thumbnail.webp Zed Has Rainbow Brackets A whole new world of color comes to Zed. https://prismix.dev/news/f0e3b6751d8f 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!QEPJ!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2F90fa9666-5b8b-4685-a8fb-4b64cb7e0333_1080x1080.png Thoughts on AI progress (Dec 2025) Why I'm moderately bearish in the short term, and explosively bullish in the long term https://prismix.dev/news/c767f0c618b9 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/transformers_v5/transformers-thumbnail.png Transformers v5: Simple model definitions powering the AI ecosystem Back to Articles Transformers v5: Simple model definitions powering the AI ecosystem Published December 1, 2025 Update on GitHub Upvote 310 Lysandre lysandre Arthur Zucker ArthurZ Cyril Vallez cyrilva https://prismix.dev/news/84317087067b 2026-05-20 monthly 0.7 https://zed.dev/img/post/nerd-snipped/thumbnail.webp Nerd-sniped: Project Search Why was it slow, and why is it still slow? https://prismix.dev/news/54d3477036ea 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/3BV_4mCI5p2-erDra1gPwVbMC81g0LXkK33433bc63oq0yLk-EooGaJ0mnW7GS13gBFWMHWuZyTn_Tv2bLHN17aWmIYBZhxGnlRfatWCr91p0ZHJ0w=w1440-h810-n-nu AlphaFold: Five years of impact Explore how AlphaFold has accelerated science and fueled a global wave of biological discovery. https://prismix.dev/news/f70eb8264d54 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/EQ3fU3ufBGJ3-WTKi5BRxnz3MEG3yKVYrzddN-uk5ZBeOscsXRa0tl3SKZXwUHopwOm7D1wYac4M7x-jWsifzBjw1FIOAVd2WLIKzaUKlfVm_aSC4Q=w1440-h810-n-nu Revealing a key protein behind heart disease AlphaFold has revealed the structure of a key protein behind heart disease https://prismix.dev/news/2820a795b279 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/flux2/thumbnail.png Diffusers welcomes FLUX-2 Back to Articles Welcome FLUX.2 - BFL’s new open image generation model 🤗 Published November 25, 2025 Update on GitHub Upvote 190 YiYi Xu YiYiXu Daniel Gu dg845 Sayak Paul sayakpaul Alvaro Somoza Ozz https://prismix.dev/news/d9d18db7ab40 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/continuous_batching/thumbnail.png Continuous batching from first principles Back to Articles Continuous batching Published November 25, 2025 Update on GitHub Upvote 379 Rémi Ouazan Reboul ror Arthur Zucker ArthurZ Luc Georges mcpotato TL;DR: in this blog post, starting from a https://prismix.dev/news/2ae3590a0d08 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/691cbf41fd922ec2d851f771/sWhA7AxsdLHXKRDriGW4-.png Building Deep Research: How we Achieved State of the Art Back to Articles Building Deep Research: How we Achieved State of the Art Team Article Published November 24, 2025 Upvote 36 Michael Griff michaelgriff Tavily Dean Sacoransky deansaco Tavily Noah Nefs https://prismix.dev/news/b8796716d11a 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/691ca54ee1e4ac5a319e443c/T12L0xgcX0EP1BZ-W9pgG.jpeg OVHcloud on Hugging Face Inference Providers 🔥 Back to Articles OVHcloud on Hugging Face Inference Providers 🔥 Community Article Published November 24, 2025 Upvote 78 Gilles Closset Gilles-Closset OVHcloud Fabien Ric fabric OVHcloud Elias Tourneu https://prismix.dev/news/4b763770e675 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/l6Mf-2yaDruDXfw5beVKWDST7a-LZ___jsRFz4m5nOIjTRswKn26hQHVY7etFGhWx0MawManogFhNQdm5LDtD7anN4KG-XZnPoOsm58Z48gEC084b-k=w1440-h810-n-nu Google DeepMind supports U.S. Department of Energy on Genesis: a national mission to accelerate innovation and scientific discovery Google DeepMind and the DOE partner on Genesis, a new effort to accelerate science with AI. https://prismix.dev/news/8d02ffe6c23a 2026-05-20 monthly 0.7 https://eugeneyan.com/assets/og_image/eval-checkbox.jpg Product Evals in Three Simple Steps Label some data, align LLM-evaluators, and run the eval harness with each change. https://prismix.dev/news/f482b0e9fc5a 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/rapidfireai/thumbnail.png 20x Faster TRL Fine-tuning with RapidFire AI Back to Articles 20x Faster TRL Fine-tuning with RapidFire AI Published November 21, 2025 Update on GitHub Upvote 27 Kamran Bigdely kbigdelysh rapidfire-ai-inc Arun Kumar arunkk09 rapidfire-ai-inc Que https://prismix.dev/news/471dd2152325 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/open-asr-leaderboard/thumbnail.png Open ASR Leaderboard: Trends and Insights with New Multilingual & Long-Form Tracks Back to Articles Open ASR Leaderboard: Trends and Insights with New Multilingual & Long-Form Tracks Published November 21, 2025 Update on GitHub Upvote 27 Eric Bezzam bezzam Steven Zheng Steveeeeeeen https://prismix.dev/news/448553eca7c3 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Labs_SynthID_Social1920x1080.width-1300.png How we’re bringing AI image verification to the Gemini app How we’re bringing AI image verification to the Gemini app Nov 20, 2025 · Share x.com Facebook LinkedIn Mail We are increasing content transparency by introducing the ability to verify if an image was https://prismix.dev/news/ae643f6b0b97 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Buildwithnano_hero.width-1300.png Build with Nano Banana Pro, our Gemini 3 Pro Image model Build with Nano Banana Pro, our Gemini 3 Pro Image model Share x.com Facebook LinkedIn Mail Here’s how developers can use Nano Banana Pro (Gemini 3 Pro Image), a powerful new image generation and edit https://prismix.dev/news/c9191c371af3 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/nanobananaprohero.width-1300.png Introducing Nano Banana Pro Introducing Nano Banana Pro Nov 20, 2025 · Share x.com Facebook LinkedIn Mail Turn your visions into studio-quality designs with unprecedented control, improved text rendering and enhanced world knowl https://prismix.dev/news/48c82545f2e7 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/anylanguagemodel/banner.png Introducing AnyLanguageModel: One API for Local and Remote LLMs on Apple Platforms Back to Articles Introducing AnyLanguageModel: One API for Local and Remote LLMs on Apple Platforms Published November 20, 2025 Update on GitHub Upvote 42 Mattt mattt guest LLMs have become essential https://prismix.dev/news/5f6cbe26c9fb 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/60ecaa5efee13fee7ada7af4/Obh4Rd21TZiYsiwqd6gjJ.png Apriel-H1: The Surprising Key to Distilling Efficient Reasoning Models Back to Articles Apriel-H1: The Surprising Key to Distilling Efficient Reasoning Models Enterprise Article Published November 19, 2025 Upvote 34 Torsten Scholak tscholak ServiceNow-AI Oleksiy Ostapenk https://prismix.dev/news/0a27fdf65cf2 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/gemini-3_dev-blog_meta-01-dark.width-1300.jpg Start building with Gemini 3 Start building with Gemini 3 Nov 18, 2025 · Share x.com Facebook LinkedIn Mail Whether you’re an experienced developer or a vibe coder, Gemini 3 can help you bring any idea to life. Logan Kilpatrick P https://prismix.dev/news/8c000819bd1a 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/6DIAxim51dIIiLVr8N8HQTIUb_z9dxZkj4kQ6knxa_M4FPjg-BLnWCex8k_K58F3yDxI63gjx8OAELo6J3Ywm1P7SXTRNJPDenYZ3HelHyItATONDA=w1440-h810-n-nu We’re expanding our presence in Singapore to advance AI in the Asia-Pacific region Google DeepMind opens a new Singapore research lab, accelerating AI progress in the Asia-Pacific region. https://prismix.dev/news/3ade3c9e8863 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!f-5x!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe20744fc-7146-409d-8eff-519e9a2d13d7_2181x1296.png Three Years from GPT-3 to Gemini 3 From chatbots to agents https://prismix.dev/news/51e3b6d382e2 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/gemini-3_model-blog_meta-dark.width-1300.jpg A new era of intelligence with Gemini 3 A new era of intelligence with Gemini 3 Nov 18, 2025 · Share x.com Facebook LinkedIn Mail Gemini 3 is our most intelligent model that helps you bring any idea to life. Sundar Pichai CEO, Google and Al https://prismix.dev/news/fade486795e2 2026-05-20 monthly 0.7 https://prismix.dev/news/b9d0197c0e6f 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/WeatherNext2_KeywordHero_2096x1182.width-1300.png WeatherNext 2: Our most advanced weather forecasting model The new AI model delivers more efficient, more accurate and higher-resolution global weather predictions. https://prismix.dev/news/2cdbd9d33b10 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/build-rocm-kernels/thumbnail.png Easily Build and Share ROCm Kernels with Hugging Face Back to Articles Easily Build and Share ROCm Kernels with Hugging Face Published November 17, 2025 Update on GitHub Upvote 38 Abdennacer Badaoui badaoui Daniel Huang daniehua colorswind ColorsWind Zes https://prismix.dev/news/2cf7cb6b76a9 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/691298370610df3fe9c26e5c/Bw-1bu1_WKE4yKecNn3Ru.jpeg Join the AMD Open Robotics Hackathon Back to Articles Join the AMD Open Robotics Hackathon Enterprise Article Published November 13, 2025 Upvote 16 Eric Ma eric-amd amd Guruprasad MP guruprasadmp amd Looking to show off your robotics apt https://prismix.dev/news/73e1e385eec2 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/oqE253tRR_rEr401Wac7gVZfmQaaq6KNOq2G0eCmUh8IrSqvcs3miosBnxv5_kW72pUCt1v6CCkT_CVOz1WX3C0aU-yEQVglpr-JpVbkVxpBAS79=w1440-h810-n-nu SIMA 2: An Agent that Plays, Reasons, and Learns With You in Virtual 3D Worlds Introducing SIMA 2, a Gemini-powered AI agent that can think, understand, and take actions in interactive environments. https://prismix.dev/news/1ac3c2c146cb 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/google-cloud/google-cloud-thumbnail.png Building for an Open Future - our new partnership with Google Cloud Back to Articles Building for an Open Future - our new partnership with Google Cloud Published November 13, 2025 Update on GitHub Upvote 48 Jeff Boudier jeffboudier Simon Pagezy pagezyhf Today, we are https://prismix.dev/news/cb4b3f10e179 2026-05-20 monthly 0.7 https://images.zed.dev/blog/zed-is-our-office/thumbnail.webp Zed Is Our Office A look at how we use Zed's native collaboration features to run our entire company. https://prismix.dev/news/05699876a0b2 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!DdeD!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fac6d7012-5894-4f9c-8152-a9497e7d6b6b_1376x864.png Giving your AI a Job Interview As AI advice becomes more important, we are going to need to get better at assessing it https://prismix.dev/news/462796ff960f 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/DF2DXEzpBX41WBwIEVpXLO4O1_qo_C5C_vDz7iP2VXmB1ksIJypcwPiKkRVdoFVzlX35LeCIxmUXIwwpDi1gkuQ6mrGi_sOVqaYoHfJWdutzofZacQ=w1440-h810-n-nu Teaching AI to see the world more like we do Our new paper analyzes the important ways AI systems organize the visual world differently from humans. https://prismix.dev/news/9a54d8dca1d2 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/rach.width-1300.jpg How AI is giving Northern Ireland teachers time back A six-month long pilot program with the Northern Ireland Education Authority’s C2k initiative found that integrating Gemini and other generative AI tools saved participating teachers an average of 10 https://prismix.dev/news/e48ba3c89b09 2026-05-20 monthly 0.7 https://zed.dev/img/post/agent-extensions/thumbnail.webp Introducing Agent Extensions Zed launches Agent Server Extensions, enabling one-click installation of ACP-compatible agents like Augment Code and OpenCode. https://prismix.dev/news/abb2bbe8bcfb 2026-05-20 monthly 0.7 https://images.zed.dev/blog/agentic-engineering/addy-osmani.webp AI's 70% Problem From the Agentic Engineering Sessions | Aired on November 6th, 2025 We hosted Addy Osmani , who works on AI and dev tools at Google's Chrome Developer Experience team, to talk about what he calls https://prismix.dev/news/6e49ad07a8ab 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/lWKve1TmuSm2nxCd0bR8CtI2iiynwY5gq3zcKzkjgd4hq7MqylW4vBEhDtWCSjk6iv5oNWLZafDGt2puTrKbeOxfwzIEA2bzY5_B71zOYxrcRE_aIg=w1440-h810-n-nu Mapping, modeling, and understanding nature with AI AI models can help map species, protect forests and listen to birds around the world https://prismix.dev/news/2125d2eb5824 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/e1732960-2119-429d-96e7-bafee7f79283_5862x3699.jpeg Beyond Standard LLMs Linear Attention Hybrids, Text Diffusion, Code World Models, and Small Recursive Transformers https://prismix.dev/news/62cce022054f 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/blog/MiniMax-AI/aligning-to-what.png Aligning to What? Rethinking Agent Generalization in MiniMax M2 Back to Articles Aligning to What? Rethinking Agent Generalization in MiniMax M2 Community Article Published October 30, 2025 Upvote 43 MiniMax MiniMax-AI It's been fantastic to see the community dive https://prismix.dev/news/8b325481f156 2026-05-20 monthly 0.7 https://zed.dev/img/post/hired-through-github-part-2/thumbnail.webp Hired Through GitHub: Part 2 More stories from the open source contributors who became core team members. https://prismix.dev/news/1ec9ea9927f0 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/AIforMath_SocialShare_16x9_000000.width-1300.png Accelerating discovery with the AI for Math Initiative The initiative brings together some of the world's most prestigious research institutions to pioneer the use of AI in mathematical research. https://prismix.dev/news/c06947b1c97d 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/blog/huggingface/shifting-compute-landscape.png On the Shifting Global Compute Landscape Back to Articles On the Shifting Global Compute Landscape Team Article Published October 29, 2025 Upvote 61 Tiezhen WANG tiezhen huggingface Irene Solaiman irenesolaiman huggingface Summary The status https://prismix.dev/news/0389c92b56db 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/lerobotxnvidia-healthcare/thumbnail.png Building a Healthcare Robot from Simulation to Deployment with NVIDIA Isaac Back to Articles Building a Healthcare Robot from Simulation to Deployment with NVIDIA Isaac Published October 29, 2025 Update on GitHub Upvote 32 Steven Palma imstevenpmwork Andres Diaz-Pinto diazand https://prismix.dev/news/25ce618e0197 2026-05-20 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/blog/nvidia/nvidia-isaac-for-healthcare.png How to Build a Healthcare Robot from Simulation to Deployment with NVIDIA Isaac for Healthcare Back to Articles How to Build a Healthcare Robot from Simulation to Deployment with NVIDIA Isaac for Healthcare Enterprise + Article Published October 28, 2025 Upvote 20 Asawaree asawareeb nvidia A ha https://prismix.dev/news/ea7f2bdf038a 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/662836b742709fe826510597/BqomKgMLNyvt4o1B_eZ6k.png Granite 4.0 Nano: Just how small can you go? Back to Articles Granite 4.0 Nano: Just how small can you go? Enterprise Article Published October 28, 2025 Upvote 124 Kate Soule katesoule ibm-granite Rameswar Panda rpand002 ibm-granite Today we are https://prismix.dev/news/58c91beb9139 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/voice-consent-gate/thumbnail.png Voice Cloning with Consent Back to Articles Voice Cloning with Consent Published October 28, 2025 Update on GitHub Upvote 40 Margaret Mitchell meg Lucie-Aimée Kaffee frimelle In this blog post, we introduce the idea of a 'voice https://prismix.dev/news/1f6d4afc853d 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/streaming_datasets/streaming_datasets.png Streaming datasets: 100x More Efficient Back to Articles Streaming datasets: 100x More Efficient Published October 27, 2025 Update on GitHub Upvote 86 Andres Marafioti andito Quentin Lhoest lhoestq ben burtenshaw burtenshaw Pedro Cuenca pcu https://prismix.dev/news/375f29c8ebb2 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/huggingface-hub-v1/thumbnail.png huggingface_hub v1.0: Five Years of Building the Foundation of Open Machine Learning Back to Articles huggingface_hub v1.0: Five Years of Building the Foundation of Open Machine Learning Published October 27, 2025 Update on GitHub Upvote 75 Lucain Pouget Wauplin Célina Hanouti celinah https://prismix.dev/news/029478a9d27d 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-developer-goog-blog-assets/images/HeroBlog-meta.2e16d0ba.fill-1200x600.png T5Gemma: A new collection of encoder-decoder Gemma models Introducing T5Gemma, a new collection of encoder-decoder LLMs. https://prismix.dev/news/97642a81faec 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-research2023-media/images/HO_previewImage1.width-800.format-jpeg.jpg MedGemma: Our most capable open models for health AI development We’re announcing new multimodal models in the MedGemma collection, our most capable open models for health AI development. https://prismix.dev/news/d251726a4970 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-developer-goog-blog-assets/images/gemma-3n-meta.2e16d0ba.fill-1200x600.png Introducing Gemma 3n: The developer guide Gemma 3n is designed for the developer community that helped shape Gemma. https://prismix.dev/news/a27a0b61d120 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-developer-goog-blog-assets/images/2.5_flash_lite_ga_meta_card_1600x.2e16d0ba.fill-1200x600.jpg Gemini 2.5 Flash-Lite is now ready for scaled production use Gemini 2.5 Flash-Lite, previously in preview, is now stable and generally available. This cost-efficient model provides high quality in a small size, and includes 2.5 family features like a 1 million- https://prismix.dev/news/ea2cac4ed2fd 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Ancestra-YTThumbnail.width-1300.png Behind “ANCESTRA”: combining Veo with live-action filmmaking We partnered with Darren Aronofsky, Eliza McNitt and a team of more than 200 people to make a film using Veo and live-action filmmaking. https://prismix.dev/news/c19ecf1b92dd 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/jfsVXHx9kDSyXCnQBEoijKPEE76CHunOO2wq8c-6y596cNbzk8LB1OKGcanX1tkEDtHCWRNCyuluCcggoqgVdYc3KmKSyVUS59eTeY99U_HEDLG5NQ=w1440-h810-n-nu AlphaEarth Foundations helps map our planet in unprecedented detail New AI model integrates petabytes of Earth observation data to generate a unified data representation that revolutionizes global mapping and monitoring https://prismix.dev/news/85b8a94c4233 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/638ZeokjYksNgOkJpkUXI-yUlQYmNl99Woqf1SBuG-S_QNo2fqh5Zgc3x1_Ys9cm7kTxDQR0Fvg0SxJ-J-zhpAPwHoba6aDa5Dl2xWtjPcDWP6H0dg=w1440-h810-n-nu Exploring the context of online images with Backstory New experimental AI tool helps people explore the context and origin of images seen online. https://prismix.dev/news/1f65760bea2b 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/YRB5o1FNS6WKEzr5g8yecUNVvzl9iUS4cbSHau5zT05EHi8BnKbGm83bqBn0XGYdGTJFHE2spmFaOHrPWDTAIP3KwWRhoCI5Q5K6AwbMxZgZj56d-A=w1440-h810-n-nu Advanced version of Gemini with Deep Think officially achieves gold-medal standard at the International Mathematical Olympiad The International Mathematical Olympiad (“IMO”) is the world’s most prestigious competition for young mathematicians, and has been held annually since 1959. Each country taking part is represented by https://prismix.dev/news/7316091ee9ef 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/CrF7YSG-PTODWgwPrr1C-BCmcdLZSARrkVJGVmIcGi5Eo_n71OSZxPdCRZI4NFMRdI0cog3783hc8Ym9jRKEBYsYpCpEuJlVEefeJr_rIvWSJJ9H=w1440-h810-n-nu Aeneas transforms how historians connect the past Introducing the first model for contextualizing ancient inscriptions, designed to help historians better interpret, attribute and restore fragmentary texts. https://prismix.dev/news/aa1c051af921 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/BirHhzrtzHQtXvNG0dXcj9QFA7vGUNWQYbeQiMiY7RL8a7-xGrLDGybf9YZZ1nML7lRVZh4KYARz0PFO8xBAfe7FAatH6xVlRnakHtnESHlpzEBTEA=w1440-h810-n-nu Genie 3: A new frontier for world models Genie 3 can generate dynamic worlds that you can navigate in real time at 24 frames per second, retaining consistency for a few minutes at a resolution of 720p. https://prismix.dev/news/d4f1c26dd79d 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/6008GIwxOi8hDUqDHnbi0yAx8LQMASUbCWvPlUIgNBgGT-rx5ejUNHVVRDeErfzWPPfPVP1cHDgJpLxFxHYxSXnciAdfKQSQNX9t79hmq-1yk3tDUQ=w1440-h810-n-nu How AI is helping advance the science of bioacoustics to save endangered species Our new Perch model helps conservationists analyze audio faster to protect endangered species, from Hawaiian honeycreepers to coral reefs. https://prismix.dev/news/5a8a1d710709 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/1MwoJlfpKs-_xiXcN6_0022aA1nFCK470-mFQEsghhAUOHR13LYSFX_1daaXEeU8VOASiSRK7KasU8geGA-locsyNGSAiWbMNnMISlFoYrFy6lsZ9A=w1440 Using AI to perceive the universe in greater depth Using AI to perceive the universe in greater depth https://prismix.dev/news/3dc982b36729 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/1KMcVdwzA-BXh6BR6sfHgHyI9UknuOvs2vA5D348BmCTvLbt4IdmosmetYeQwrq5Xr6HHTu3yzSNF1BW8zS2z0RyOpb7GXheNMAveTTNggbIfqUH-w=w1440-h810-n-nu Gemini achieves gold-medal level at the International Collegiate Programming Contest World Finals Gemini 2.5 Deep Think achieves breakthrough performance at the world’s most prestigious computer programming competition, demonstrating a profound leap in abstract problem solving. https://prismix.dev/news/3e348ef548bf 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/aUib7QxAsOtY2hldcBtFLh6r03EmdjSSceKOpPMpMGGbay4tZfzuyyRXzpg5Q3aTdZKXsAl6X6o4ZO-H2dzlNlGe-KQmoEkygdT5cxmUIpp97FMIL_w=w1440-h810-n-nu Discovering new solutions to century-old problems in fluid dynamics Our new method could help mathematicians leverage AI techniques to tackle long-standing challenges in mathematics, physics and engineering. https://prismix.dev/news/fe1199a1a18f 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/lerobot-release-v040/thumbnail.png LeRobot v0.4.0: Supercharging OSS Robot Learning Back to Articles LeRobot v0.4.0: Supercharging OSS Robot Learning Published October 24, 2025 Update on GitHub Upvote 49 Steven Palma imstevenpmwork Michel Aractingi aractingi Pepijn Kooijmans pepijn22 https://prismix.dev/news/a5154ccbf034 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/Zlfs1Dbb2n8oS9cAo3R8f8_B_PuoyXSMIAkQMeZ-9KCyU_gGHILu1QKgknmXJJX7z5RFbdDCBXsPj5K8gOeSj4RjMEeFVg8HNdKKyOoyj6eK-9Moig=w1440-h810-n-nu Strengthening our Frontier Safety Framework We’re strengthening the Frontier Safety Framework (FSF) to help identify and mitigate severe risks from advanced AI models. https://prismix.dev/news/b7aa038abbc1 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/gWwpRQKqcoVvkXtc-b2pdCCMu82CgDbQB7U6nCGFSKWF9R1AsgLukMkBXW4Ft55LiuLW5W0M9grV6nFlsyNDSj1qK7nuSRBYk4_NZrUzETEYaWgh=w1440-h810-n-nu Gemini Robotics 1.5 brings AI agents into the physical world We’re powering an era of physical agents — enabling robots to perceive, plan, think, use tools and act to better solve complex, multi-step tasks. https://prismix.dev/news/b9e1fed50e76 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/39mmnrTBGBLnftfKvwK_oslUE1_bpS2hOrPkxdYy6C2bCp3B2dc1iBqLUgr-rZhyp1K0rcr-jifsh1cxWPpbg2tRigzqfp2cfuB13afrDvwD0YGg4g=w1440-h810-n-nu Introducing CodeMender: an AI agent for code security Using advanced AI to fix critical software vulnerabilities https://prismix.dev/news/f739677526b7 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/YAlFv8jHGK2wD2XiRJTs9l4APR8mefgaBx3MzQ_AaDPWh3Y516tpddJN8oyYVZ1dtLUbP48Y4P64fHJN-GjVOfkp0AsVoKPDawh7EDJ6W7ih-j2f=w1440-h810-n-nu Bringing AI to the next generation of fusion energy We’re partnering with Commonwealth Fusion Systems (CFS) to bring clean, safe, limitless fusion energy closer to reality. https://prismix.dev/news/17f953aef23f 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/2-5_deep-think_blog_social_share.width-1300.png Try Deep Think in the Gemini app We're rolling out Deep Think in the Gemini app for Google AI Ultra subscribers, and we're giving select mathematicians access to the full version of the Gemini 2.5 Deep Think model entered into the IM https://prismix.dev/news/a8b5f1508b93 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Kaggle_SocialShare.width-1300.png Rethinking how we measure AI intelligence Game Arena is a new, open-source platform for rigorous evaluation of AI models. It allows for head-to-head comparison of frontier systems in environments with clear winning conditions. https://prismix.dev/news/953ebf836e4e 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-developer-goog-blog-assets/images/Gemma3-270M_Metadata_RD2-V02.2e16d0ba.fill-1200x600.jpg Introducing Gemma 3 270M: The compact model for hyper-efficient AI Today, we're adding a new, highly specialized tool to the Gemma 3 toolkit: Gemma 3 270M, a compact, 270-million parameter model. https://prismix.dev/news/01a20d41a1a1 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/GemPix_SS.width-1300.jpg Image editing in Gemini just got a major upgrade Transform images in amazing new ways with updated native image editing in the Gemini app. https://prismix.dev/news/36e1492eee8d 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-research2023-media/images/HO_previewImage1.width-800.format-jpeg.jpg VaultGemma: The world's most capable differentially private LLM We introduce VaultGemma, the most capable model trained from scratch with differential privacy. https://prismix.dev/news/a0ed22b055ae 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/CTU_16x9_RD8-V01.width-1300.png Introducing the Gemini 2.5 Computer Use model Available in preview via the API, our Computer Use model is a specialized model built on Gemini 2.5 Pro’s capabilities to power agents that can interact with user interfaces. https://prismix.dev/news/dcc0036f9aca 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Veo3.1_Social_v3.width-1300.png Introducing Veo 3.1 and advanced creative capabilities We’re rolling out significant updates to Veo that give people even more creative control. https://prismix.dev/news/fd06070948ba 2026-05-20 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/C2S_Keynote_RD3-V03_Social.width-1300.png How a Gemma model helped discover a new potential cancer therapy pathway We’re launching a new 27 billion parameter foundation model for single-cell analysis built on the Gemma family of open models. https://prismix.dev/news/7141b7bd4c90 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/openenv/thumbnail.png Building the Open Agent Ecosystem Together: Introducing OpenEnv Back to Articles Building the Open Agent Ecosystem Together: Introducing OpenEnv Published October 23, 2025 Update on GitHub Upvote 162 Joseph Spisak spisakjo openenv Davide Testuggine darktex openenv https://prismix.dev/news/c34eaeec87a2 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/virustotal/thumbnail.png Hugging Face and VirusTotal collaborate to strengthen AI security Back to Articles Hugging Face and VirusTotal collaborate to strengthen AI security Published October 22, 2025 Update on GitHub Upvote 55 Adrien Carreira XciD Bernardo Quintero bquintero VirusTotal We’ https://prismix.dev/news/4cd22aeaac4e 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/sentence-transformers-joins-hf/thumbnail.png Sentence Transformers is joining Hugging Face! Back to Articles Sentence Transformers is joining Hugging Face! Published October 22, 2025 Update on GitHub Upvote 88 Tom Aarsen tomaarsen Today, we are announcing that Sentence Transformers is transi https://prismix.dev/news/1d857c91a476 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/ocr-open-models/thumbnail.png Supercharge your OCR Pipelines with Open Models Back to Articles Supercharge your OCR Pipelines with Open Models Published October 21, 2025 Update on GitHub Upvote 312 merve merve Aritra Roy Gosthipaty ariG23498 Daniel van Strien davanstrien Hynek https://prismix.dev/news/f4d24d0e0352 2026-05-20 monthly 0.7 https://huggingface.co/blog/assets/aisheets/aisheets-image.png Unlock the power of images with AI Sheets Back to Articles Unlock the power of images with AI Sheets Published October 21, 2025 Update on GitHub Upvote 33 Ame Vi Ameeeee Daniel Vila dvilasuero Francisco Aranda frascuchon Damián Pumar damianpu https://prismix.dev/news/ff18e5c2e281 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!9V4E!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbbb3f806-e9b0-44f2-a384-5abe22e35ec9_1314x673.png An Opinionated Guide to Using AI Right Now What AI to use in late 2025 https://prismix.dev/news/e8fbf6c21520 2026-05-20 monthly 0.7 https://eugeneyan.com/assets/og_image/principal-notes.jpg Advice for New Principal Tech ICs (i.e., Notes to Myself) Based on what I've learned from role models and mentors in Amazon https://prismix.dev/news/b82956d9dca6 2026-05-20 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/62f75c07870a3f98bbf46ebc/Lcj8UQWyzuhu3SSGzJn5E.png AI for Food Allergies Back to Articles AI for Food Allergies Team Article Published October 16, 2025 Upvote 32 Ludovico Comito ludocomito hugging-science Antonis Vozikis Vozikis hugging-science Vaibhav Pandey vaibhav2507 h https://prismix.dev/news/98b995b80056 2026-05-20 monthly 0.7 https://zed.dev/img/post/acp-codex/thumbnail.webp Codex is Live in Zed OpenAI's Codex AI agent is now available in Zed via the Agent Client Protocol (ACP). https://prismix.dev/news/0fd8dd5ac9f6 2026-05-20 monthly 0.7 https://zed.dev/img/post/windows-launch/thumbnail.webp Windows When? Windows Now Zed for Windows is finally here. Download it today. https://prismix.dev/news/8c6cdb591c1b 2026-05-20 monthly 0.7 https://images.zed.dev/blog/agentic-engineering/steve-ai.webp How to Have Productive Conversations About AI From the Agentic Engineering Sessions | Aired on October 14th, 2025 We sat down with Steve Klabnik for a discussion about something that might sound meta but turns out to be incredibly practical: how https://prismix.dev/news/87632582146f 2026-05-20 monthly 0.7 https://images.zed.dev/blog/hidden-gems-part-1/thumbnail.webp Hidden Gems: Part 1 - Team Edition Team-favorite workflows and hidden features of Zed. https://prismix.dev/news/7638e0a406a5 2026-05-20 monthly 0.7 https://zed.dev/img/post/jetbrains-acp/thumbnail.webp ACP Brings JetBrains on Board The Agent Client Protocol reaches a major milestone: JetBrains is committing to bringing ACP support to their entire ecosystem. https://prismix.dev/news/9735501bb2cc 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/1748fa24-e946-47fb-bf1b-e488d08547fd_1764x1244.png Understanding the 4 Main Approaches to LLM Evaluation (From Scratch) Multiple-Choice Benchmarks, Verifiers, Leaderboards, and LLM Judges with Code Examples https://prismix.dev/news/cba0de2291a5 2026-05-20 monthly 0.7 https://zed.dev/img/post/acp-progress/thumbnail.webp How the Community is Driving ACP Forward A progress report on the adoption of the Agent Client Protocol (ACP) since we launched it. https://prismix.dev/news/6213d06e8e48 2026-05-20 monthly 0.7 https://zed.dev/img/post/python-is-fun/thumbnail.webp Making Python in Zed Fun Less wrestling with settings.json == more coding. https://prismix.dev/news/7e96c7a6cd0a 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!0oc8!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffbe42bc3-4c1b-40db-9247-a50466387ded_1376x864.png Real AI Agents and Real Work The race between human-centered work and infinite PowerPoints https://prismix.dev/news/4de0bf3f95d1 2026-05-20 monthly 0.7 https://images.zed.dev/blog/pricing-change-llm-usage-is-now-token-based/tbb.webp Zed's Pricing Has Changed: LLM Usage Is Now Token-Based We're moving Zed AI from prompt-based limits to token-based pricing. https://prismix.dev/news/de98410c2258 2026-05-20 monthly 0.7 https://images.zed.dev/blog/agentic-engineering/manuel.webp Vibe Coding in Practice Manuel Odendahl demonstrates 'vibe coding' - using AI models in parallel without scrutinizing output code. https://prismix.dev/news/8a1a94de0c32 2026-05-20 monthly 0.7 https://zed.dev/img/post/hired-through-github-part-1/thumbnail.webp Hired Through GitHub: Part 1 Stories from the open source contributors who became core team members. https://prismix.dev/news/9c3653398eaf 2026-05-20 monthly 0.7 https://eugeneyan.com/assets/og_image/semantic-ids-og.jpg Training an LLM-RecSys Hybrid for Steerable Recs with Semantic IDs An LLM that can converse in English & item IDs, and make recommendations w/o retrieval or tools. https://prismix.dev/news/623e4f070b3d 2026-05-20 monthly 0.7 https://zed.dev/img/post/auto-update/thumbnail.webp Auto Update Post-Mortem How we broke auto-update in production and how we're addressing it. https://prismix.dev/news/29765f628d4b 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!_7Xu!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffd787c39-049e-40b0-8e6e-d0938a977c96_1376x864.png On Working with Wizards Verifying magic on the jagged frontier https://prismix.dev/news/2a67d7ea7473 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/00515b82-fd01-4c5b-b1b9-2d4b38100be0_1236x775.png Understanding and Implementing Qwen3 From Scratch A Detailed Look at One of the Leading Open-Source LLMs https://prismix.dev/news/cdc03440641f 2026-05-20 monthly 0.7 https://zed.dev/img/post/claude-code-zed/thumbnail.webp Claude Code: Now in Beta in Zed You asked, and here it is. Use Claude Code in public beta directly in Zed, built on the new Agent Client Protocol. https://prismix.dev/news/af0a64554f75 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!YEXj!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1cec29eb-e93d-4e77-9ca2-2ebf86d7002c_1376x864.png Mass Intelligence From GPT-5 to nano banana: everyone is getting access to powerful AI https://prismix.dev/news/1318f1705775 2026-05-20 monthly 0.7 https://zed.dev/img/post/extensible-agents/thumbnail.webp Bring Your Own Agent to Zed — Featuring Gemini CLI Zed now lets you use the agent of your choice through the new Agent Client Protocol, starting with Google's Gemini CLI. https://prismix.dev/news/02cf9b56da8a 2026-05-20 monthly 0.7 https://images.zed.dev/blog/agentic-engineering/jesse.webp Async Agents: Signal Over Noise Jessie Frazelle shares her hands-on experience evaluating async AI agents in production, highlighting common pitfalls and which stood out for its precision and restraint. https://prismix.dev/news/8343e1dd412e 2026-05-20 monthly 0.7 https://zed.dev/img/post/series-b/thumbnail.webp Sequoia Backs Zed's Vision for Collaborative Coding This investment lets us pursue our vision for bringing a new kind of collaboration directly into the IDE. https://prismix.dev/news/3b8a5d4e7f67 2026-05-20 monthly 0.7 https://zed.dev/img/post/windows-progress/thumbnail.webp Zed for Windows: What's Taking So Long?! An update on what the Zed for Windows team has been doing in July and August. https://prismix.dev/news/0e05e148dc55 2026-05-20 monthly 0.7 https://zed.dev/img/post/llms-cant-write-code/llms-cant-write-code.webp Why LLMs Can't Really Build Software Writing code is only one part of effective software engineering. https://prismix.dev/news/ce9cb2536dd4 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/69695708?s=60&v=4 v0.86.2.dev set version to 0.86.2.dev https://prismix.dev/news/10ab6edfd8b3 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/69695708?s=60&v=4 v0.86.1 version bump to 0.86.1 https://prismix.dev/news/3ae643daa04c 2026-05-20 monthly 0.7 https://images.zed.dev/blog/agentic-engineering/steve-nathan.webp The Death of the IDE? Steve Yegge and Nathan Sobo debate whether IDEs are obsolete in the AI era. 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Added support for gemini/gemini-2.5-flash-lite-preview-06-17 model, by Tamir Zahavi- https://prismix.dev/news/4244b75a9e43 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/69695708?s=60&v=4 v0.86.1.dev set version to 0.86.1.dev https://prismix.dev/news/48712c9ff742 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/529c4cc7-161c-4d7c-b186-06e68c771776_1564x926.png From GPT-2 to gpt-oss: Analyzing the Architectural Advances And How They Stack Up Against Qwen3 https://prismix.dev/news/a964edbacb09 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/69695708?s=60&v=4 v0.85.6.dev set version to 0.85.6.dev https://prismix.dev/news/002cd01f0c24 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/69695708?s=60&v=4 v0.85.5 version bump to 0.85.5 https://prismix.dev/news/9642fe31715c 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/69695708?s=60&v=4 v0.85.5.dev set version to 0.85.5.dev https://prismix.dev/news/619858ccb651 2026-05-20 monthly 0.7 https://avatars.githubusercontent.com/u/69695708?s=60&v=4 v0.85.4 version bump to 0.85.4 https://prismix.dev/news/d25229cd6be1 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!TAp2!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fce7b1404-c298-41bf-a4d6-f9b7e099d4be_1000x730.gif GPT-5: It Just Does Stuff Putting the AI in Charge https://prismix.dev/news/7a6ef40c7c99 2026-05-20 monthly 0.7 https://zed.dev/img/post/container-use/cover.webp Container Use for Locally Sandboxed, Background Agents in Zed Run AI agents in parallel without interference using containerized environments and Git Worktrees. https://prismix.dev/news/08dfbce1594e 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!6mi3!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fce4e863e-d237-4a45-bddd-ca74028b7c4a_1564x1177.jpeg The Bitter Lesson versus The Garbage Can Does process matter? We are about to find out. https://prismix.dev/news/29a6a25c1cb7 2026-05-20 monthly 0.7 https://zed.dev/img/post/disable-ai/disable-ai.webp You Can Now Disable All AI Features in Zed If you don’t want AI in your workflow, it won’t be there. https://prismix.dev/news/3ef027ce0a27 2026-05-20 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/45c50202-0e8b-4e64-8296-4e2ccf4cb287_1756x1227.png The Big LLM Architecture Comparison From DeepSeek-V3 to Kimi K2: A Look At Modern LLM Architecture Design https://prismix.dev/news/a091c06f0cdb 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!ILCO!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fab82ead4-9593-43b2-932c-cfd7ddf464fc_1376x864.png Against "Brain Damage" AI can help, or hurt, our thinking https://prismix.dev/news/6be4c92ed8e9 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!cRyQ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4e920533-c926-461b-95bb-c7446f3df382_1289x619.png LLM Research Papers: The 2025 List (January to June) A topic-organized collection of 200+ LLM research papers from 2025 https://prismix.dev/news/f419e057985e 2026-05-20 monthly 0.7 https://images.zed.dev/blog/agentic-engineering/alberto.webp Why I'm Dialing Back My LLM Usage Alberto Fortin shares his honest reflection on the reality of using LLMs in production code and why he's taking a more measured approach. https://prismix.dev/news/efd946134606 2026-05-20 monthly 0.7 https://images.zed.dev/blog/agentic-engineering/kent.webp Leveling Up Agents with MCPs Kent Dodds provides a thorough overview of MCP (Model Context Protocol) and how it is changing the way we interact with software. https://prismix.dev/news/b07e03a111ca 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/yLg7d2oeaNPTxb9kKu5m6bM6lA7PAjnlJ2bmPMrtQSr2GGICGH_P9sV_z4k92yvmvrlvOnKfuKWzqO5X8-w5djihD8OSwuHWeexKShGmxmTpy6fr8w=w1440-h810-n-nu AlphaGenome: AI for better understanding the genome Introducing a new, unifying DNA sequence model that advances regulatory variant-effect prediction and promises to shed new light on genome function — now available via API. https://prismix.dev/news/ed9684c19c61 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/QcAsjkd2nCV8d3z0VDGUn1E5S-T0WI7hu6203cwKHB0CGOyN2RMJLkMIHrs6CGgSWYeO122HwJ2KzUkkBYluZykvLUuLmSCluFs2Y4pWdufwlcmRrrk=w1440-h810-n-nu Gemini Robotics On-Device brings AI to local robotic devices We’re introducing an efficient, on-device robotics model with general-purpose dexterity and fast task adaptation. https://prismix.dev/news/dcdb56243d70 2026-05-20 monthly 0.7 https://substackcdn.com/image/fetch/$s_!1pxE!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdc7794be-9211-43a4-9b43-eb3db6b05bf3_1376x864.png Using AI Right Now: A Quick Guide Which AIs to use, and how to use them https://prismix.dev/news/705f6b5fa296 2026-05-20 monthly 0.7 https://eugeneyan.com/assets/og_image/qa-evals-v2.jpg Evaluating Long-Context Question & Answer Systems Evaluation metrics, how to build eval datasets, eval methodology, and a review of several benchmarks. https://prismix.dev/news/653c3648f9b8 2026-05-20 monthly 0.7 https://images.zed.dev/blog/agentic-engineering/mitchell.webp Agentic Engineering in Action Mitchell Hashimoto walked Richard Feldman through his approach to using AI when building Ghostty. https://prismix.dev/news/e22a6f3aeb29 2026-05-20 monthly 0.7 https://zed.dev/img/debugger/blog-post-cover.webp The Debugger is Here Over 2,000 developers asked, and we delivered. 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https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F78382a83-f634-4cfa-92b9-bbea30c61a60_841x926.png Understanding and Coding the KV Cache in LLMs from Scratch KV caches are one of the most critical techniques for efficient inference in LLMs in production. https://prismix.dev/news/b45f5b39da38 2026-05-20 monthly 0.7 https://lh3.googleusercontent.com/9v4S93hIgs9kgYHxshjUc9D-VrOJ36qPdAVprcrSQcoOmyJRCS3fz6FGecmqhfnRZFSO457EhlWrSdyNtWEyM2N0lVy1lIUpiFVGOLNP6fHaQgBaElo=w1440-h810-n-nu How we're supporting better tropical cyclone prediction with AI We’re launching Weather Lab, featuring our experimental cyclone predictions, and we’re partnering with the U.S. National Hurricane Center to support their forecasts and warnings this cyclone season. https://prismix.dev/news/tag/gpu 2026-05-20 daily 0.5 https://prismix.dev/news/tag/gpu/feed.rss 2026-05-20 daily 0.3 https://prismix.dev/news/tag/inference 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