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https://prismix.dev/news/source/modal-blog 2026-05-13 daily 0.6 https://prismix.dev/news/source/modal-blog/feed.rss 2026-05-13 daily 0.4 https://prismix.dev/news/source/huggingface-papers 2026-05-13 daily 0.6 https://prismix.dev/news/source/huggingface-papers/feed.rss 2026-05-13 daily 0.4 https://prismix.dev/news/4a3442a5ca8c 2026-05-13 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/c76472bc1a13 2026-05-13 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/ec038426a65a 2026-05-13 monthly 0.7 https://prismix.dev/news/2cfdbb0c95dd 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/98005b0c72ea 2026-05-13 monthly 0.7 https://prismix.dev/news/8ab591b95494 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!6hXf!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcccf3c41-b8a8-4e78-a698-8d366b7c49db_900x498.jpeg Cyber Lack of Security and AI Governance The real recent story of AI has been the background work being done on Cybersecurity, as we process the Mythos Moment along with GPT-5.5, and figure out both how to patch the internet and what our new https://prismix.dev/news/606a29386b38 2026-05-13 monthly 0.7 https://techcrunch.com/wp-content/uploads/2025/06/GettyImages-2217198328.jpeg?resize=1200,800 Musk’s xAI is running nearly 50 gas turbines unchecked at its Mississippi data center Gas turbines at xAI's Colossus 2 data center have drawn a lawsuit over the company's use of "mobile" gas turbines as power plants. https://prismix.dev/news/5a419f78e353 2026-05-13 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/GettyImages-128091999-1152x648-1778700444.jpg AI invades Princeton, where 30% of students cheat—but peers won't snitch Old "honor code" systems are under strain. https://prismix.dev/news/77a9f2cb4bae 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 monthly 0.7 https://prismix.dev/news/7b0d34629e01 2026-05-13 monthly 0.7 https://prismix.dev/news/9527abe61353 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/64e382830734 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/3f622248dc71 2026-05-13 monthly 0.7 https://prismix.dev/news/e03f149ad515 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/01c414ccc721 2026-05-13 monthly 0.7 https://prismix.dev/news/2ad67dc66734 2026-05-13 monthly 0.7 https://prismix.dev/news/1061818f07eb 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/f3b6dff6cef7 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/b330235455fe 2026-05-13 monthly 0.7 https://prismix.dev/news/5401d439c60b 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/e556e23d5338 2026-05-13 monthly 0.7 https://prismix.dev/news/ecae3000dbcf 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/5c93100e3863 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/02f483623d2c 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/8819c0a0dcf4 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/f44f8f959fcb 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/b31b57b42a7a 2026-05-13 monthly 0.7 https://prismix.dev/news/723f46a0311f 2026-05-13 monthly 0.7 https://prismix.dev/news/cd9442c3c74b 2026-05-13 monthly 0.7 https://prismix.dev/news/5b407db86a4c 2026-05-13 monthly 0.7 https://prismix.dev/news/289554b25ff9 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/4181ed33297f 2026-05-13 monthly 0.7 https://prismix.dev/news/14de647c5bc1 2026-05-13 monthly 0.7 https://prismix.dev/news/494badf5c184 2026-05-13 monthly 0.7 https://prismix.dev/news/97bab98f2a6b 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/seed-01-google-d 2026-05-13 monthly 0.7 https://prismix.dev/news/4d9188a34c45 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/cd569c0bdf36 2026-05-13 monthly 0.7 https://prismix.dev/news/7e76811599bf 2026-05-13 monthly 0.7 https://prismix.dev/news/edaabae56ef8 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/b7e2caf4a904 2026-05-13 monthly 0.7 https://prismix.dev/news/5af00fcbb467 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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- 2026-05-13 monthly 0.7 https://prismix.dev/news/4e596443a7ec 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/68a5eda25cd7 2026-05-13 monthly 0.7 https://prismix.dev/news/842c01fc54b0 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/d9625b78209a 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/6b7a679d0aca 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/eb1d58331069 2026-05-13 monthly 0.7 https://prismix.dev/news/seed-07-cohere-b 2026-05-13 monthly 0.7 https://prismix.dev/news/1eac6c7fc6ba 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/33f17da9ff99 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/9f2017040081 2026-05-13 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 2026-05-13 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 2026-05-13 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/62f752b2a8b7 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/0736391037a6 2026-05-13 monthly 0.7 https://prismix.dev/news/7ea8b75f962d 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/7451e377bf3d 2026-05-13 monthly 0.7 https://prismix.dev/news/4e9d908666a4 2026-05-13 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 2026-05-13 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/52ed1e5dd512 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/7763f59b2be1 2026-05-13 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 2026-05-13 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/ff76edf37f36 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/1a9ba6c1ad51 2026-05-13 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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 2026-05-13 monthly 0.7 https://prismix.dev/news/876bd1339736 2026-05-13 monthly 0.7 https://prismix.dev/news/d8b27219abce 2026-05-13 monthly 0.7 https://prismix.dev/news/a785cecd92e3 2026-05-13 monthly 0.7 https://prismix.dev/news/c26855636c71 2026-05-13 monthly 0.7 https://prismix.dev/news/e2415d290804 2026-05-13 monthly 0.7 https://prismix.dev/news/96153bd949ee 2026-05-13 monthly 0.7 https://prismix.dev/news/264e338b7ae0 2026-05-13 monthly 0.7 https://prismix.dev/news/d2282a7400ac 2026-05-13 monthly 0.7 https://prismix.dev/news/09d75cb5f4d0 2026-05-13 monthly 0.7 https://prismix.dev/news/01056767f5a7 2026-05-13 monthly 0.7 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optimizers like Muon, Lion, Ad https://prismix.dev/news/27ca4929d36b 2026-05-13 monthly 0.7 https://prismix.dev/news/7e7cb972a07a 2026-05-13 monthly 0.7 https://prismix.dev/news/7dc5cee4f73a 2026-05-13 monthly 0.7 https://prismix.dev/news/df1df613d3fa 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/dffa3ec5aede 2026-05-13 monthly 0.7 https://prismix.dev/news/6457f57e0e76 2026-05-13 monthly 0.7 https://prismix.dev/news/5a19cb19dd3f 2026-05-13 monthly 0.7 https://prismix.dev/news/0551aed091a5 2026-05-13 monthly 0.7 https://prismix.dev/news/337563b9c22e 2026-05-13 monthly 0.7 https://prismix.dev/news/bc7d268654ef 2026-05-13 monthly 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https://prismix.dev/news/2e2f5fd18602 2026-05-13 monthly 0.7 https://prismix.dev/news/9b47a9d42af3 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/26b44280a52c 2026-05-13 monthly 0.7 https://prismix.dev/news/1c18a51a13a3 2026-05-13 monthly 0.7 https://prismix.dev/news/257b1e614f48 2026-05-13 monthly 0.7 https://prismix.dev/news/bd716916e8eb 2026-05-13 monthly 0.7 https://prismix.dev/news/23b68fa3d905 2026-05-13 monthly 0.7 https://prismix.dev/news/e9accb630f60 2026-05-13 monthly 0.7 https://prismix.dev/news/8e36ab76efc3 2026-05-13 monthly 0.7 https://prismix.dev/news/8215c3329182 2026-05-13 monthly 0.7 https://prismix.dev/news/720a1ec83323 2026-05-13 monthly 0.7 https://prismix.dev/news/271a863223ab 2026-05-13 monthly 0.7 https://prismix.dev/news/16e63c1019eb 2026-05-13 monthly 0.7 https://prismix.dev/news/069da990472c 2026-05-13 monthly 0.7 https://prismix.dev/news/9742c5c31b0b 2026-05-13 monthly 0.7 https://prismix.dev/news/d41e5fc60388 2026-05-13 monthly 0.7 https://prismix.dev/news/b14b1eb9c19f 2026-05-13 monthly 0.7 https://prismix.dev/news/f9304151daac 2026-05-13 monthly 0.7 https://prismix.dev/news/9adfae595244 2026-05-13 monthly 0.7 https://prismix.dev/news/9ad55d59381e 2026-05-13 monthly 0.7 https://prismix.dev/news/f505b0df872d 2026-05-13 monthly 0.7 https://prismix.dev/news/75709ed02695 2026-05-13 monthly 0.7 https://prismix.dev/news/c09997120bc6 2026-05-13 monthly 0.7 https://prismix.dev/news/98d2f0f05b12 2026-05-13 monthly 0.7 https://prismix.dev/news/5ad1b88e779f 2026-05-13 monthly 0.7 https://prismix.dev/news/1a2997535589 2026-05-13 monthly 0.7 https://prismix.dev/news/c09f80e27471 2026-05-13 monthly 0.7 https://prismix.dev/news/a0c9cbdf0d78 2026-05-13 monthly 0.7 https://prismix.dev/news/36b218659256 2026-05-13 monthly 0.7 https://prismix.dev/news/f535444195cc 2026-05-13 monthly 0.7 https://prismix.dev/news/faa340408ffe 2026-05-13 monthly 0.7 https://prismix.dev/news/4a6ff118f2ea 2026-05-13 monthly 0.7 https://prismix.dev/news/bc416d4bc730 2026-05-13 monthly 0.7 https://prismix.dev/news/9a3e4bea6ecf 2026-05-13 monthly 0.7 https://prismix.dev/news/e1437c498b72 2026-05-13 monthly 0.7 https://prismix.dev/news/84b01fcc4b61 2026-05-13 monthly 0.7 https://prismix.dev/news/2ad831b12c41 2026-05-13 monthly 0.7 https://prismix.dev/news/25a4897ba00e 2026-05-13 monthly 0.7 https://prismix.dev/news/821d5632c4bd 2026-05-13 monthly 0.7 https://prismix.dev/news/1f6bb7926adf 2026-05-13 monthly 0.7 https://prismix.dev/news/455202e6233d 2026-05-13 monthly 0.7 https://prismix.dev/news/ce63fe15dd6e 2026-05-13 monthly 0.7 https://prismix.dev/news/a90902c1ba19 2026-05-13 monthly 0.7 https://prismix.dev/news/a1a415b99fa1 2026-05-13 monthly 0.7 https://prismix.dev/news/1c5d49ed3f67 2026-05-13 monthly 0.7 https://prismix.dev/news/961def297471 2026-05-13 monthly 0.7 https://prismix.dev/news/1afde3bd10e7 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/2127b3579add 2026-05-13 monthly 0.7 https://prismix.dev/news/a7602acc5917 2026-05-13 monthly 0.7 https://prismix.dev/news/f202a19915d4 2026-05-13 monthly 0.7 https://prismix.dev/news/aae6db1d8a3e 2026-05-13 monthly 0.7 https://prismix.dev/news/304ae9d2ed99 2026-05-13 monthly 0.7 https://prismix.dev/news/626900b670bd 2026-05-13 monthly 0.7 https://prismix.dev/news/8f3a10cc443b 2026-05-13 monthly 0.7 https://prismix.dev/news/5f7f819e1ae6 2026-05-13 monthly 0.7 https://prismix.dev/news/d1a0b56b125a 2026-05-13 monthly 0.7 https://prismix.dev/news/8e48af3c5755 2026-05-13 monthly 0.7 https://prismix.dev/news/2b65b1b99505 2026-05-13 monthly 0.7 https://prismix.dev/news/1f810ba73f07 2026-05-13 monthly 0.7 https://prismix.dev/news/e528b374084b 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/c7fc56c72235 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/da874f90c14c 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/f4fe3d783104 2026-05-13 monthly 0.7 https://prismix.dev/news/95ac4086954a 2026-05-13 monthly 0.7 https://prismix.dev/news/7c89051ed0b9 2026-05-13 monthly 0.7 https://prismix.dev/news/16379c9544b3 2026-05-13 monthly 0.7 https://prismix.dev/news/58939d042f0e 2026-05-13 monthly 0.7 https://prismix.dev/news/4d559771f23b 2026-05-13 monthly 0.7 https://prismix.dev/news/60e9337dc274 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/88ecb4f372d7 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/9144ec12cce0 2026-05-13 monthly 0.7 https://prismix.dev/news/a8609455bb08 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/7856bc9f6eaa 2026-05-13 monthly 0.7 https://prismix.dev/news/08b89f5ca2fd 2026-05-13 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/64eed4351c04 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/cbfc78d7be40 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/a403fd835493 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/34deec6d0578 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/182880c0df1b 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/c2ef02871f19 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/e05c3d6d54b9 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/e1739cedc6f9 2026-05-13 monthly 0.7 https://prismix.dev/news/06280a62d337 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/27322facfa58 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/6fe77279d7a1 2026-05-13 monthly 0.7 https://prismix.dev/news/eb55f501e325 2026-05-13 monthly 0.7 https://prismix.dev/news/c20b82e08cb6 2026-05-13 monthly 0.7 https://prismix.dev/news/c0a9f8fcf4db 2026-05-13 monthly 0.7 https://prismix.dev/news/c1e258f3b90a 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/0b05b9a557cf 2026-05-13 monthly 0.7 https://prismix.dev/news/4c3e6015dd68 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/2b3da5eccbbf 2026-05-13 monthly 0.7 https://prismix.dev/news/20ad0eeb885e 2026-05-13 monthly 0.7 https://prismix.dev/news/00b2456ec13e 2026-05-13 monthly 0.7 https://prismix.dev/news/ff9e55be4158 2026-05-13 monthly 0.7 https://prismix.dev/news/af9d763550a5 2026-05-13 monthly 0.7 https://prismix.dev/news/71ea3b531a21 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/abc892fc53e4 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/931d03b252ff 2026-05-13 monthly 0.7 https://prismix.dev/news/ce943383d658 2026-05-13 monthly 0.7 https://prismix.dev/news/763d0e7f1d9c 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/931466b0eb2a 2026-05-13 monthly 0.7 https://prismix.dev/news/8a025532f97d 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/df0d69c2d4f9 2026-05-13 monthly 0.7 https://prismix.dev/news/626974363919 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/63301160a78e 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/8e8434d8d595 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/ccc45bcea9c0 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/f3f79d3882ab 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/f1be5946f3c2 2026-05-13 monthly 0.7 https://prismix.dev/news/c277e3e574af 2026-05-13 monthly 0.7 https://prismix.dev/news/08bce45c0a2e 2026-05-13 monthly 0.7 https://prismix.dev/news/902dd9e81304 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/bd6dda1ea4d3 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/3c416828c319 2026-05-13 monthly 0.7 https://prismix.dev/news/261b7ecb334f 2026-05-13 monthly 0.7 https://prismix.dev/news/0b40bb4e7355 2026-05-13 monthly 0.7 https://prismix.dev/news/57934ae13c6c 2026-05-13 monthly 0.7 https://prismix.dev/news/cdf4410f6d07 2026-05-13 monthly 0.7 https://prismix.dev/news/f2aaa37e66a5 2026-05-13 monthly 0.7 https://prismix.dev/news/e0ce63179315 2026-05-13 monthly 0.7 https://prismix.dev/news/a2163dc908e8 2026-05-13 monthly 0.7 https://prismix.dev/news/65676fdc01a7 2026-05-13 monthly 0.7 https://prismix.dev/news/ee5b5df150da 2026-05-13 monthly 0.7 https://prismix.dev/news/7aa8c4b015ef 2026-05-13 monthly 0.7 https://prismix.dev/news/b26623c83a30 2026-05-13 monthly 0.7 https://prismix.dev/news/d6e5395f9b91 2026-05-13 monthly 0.7 https://prismix.dev/news/27693fdf5bd1 2026-05-13 monthly 0.7 https://prismix.dev/news/93634f5acb89 2026-05-13 monthly 0.7 https://prismix.dev/news/e9a0c8bd207c 2026-05-13 monthly 0.7 https://prismix.dev/news/5677fa1ed811 2026-05-13 monthly 0.7 https://prismix.dev/news/89e7c84afc5c 2026-05-13 monthly 0.7 https://prismix.dev/news/ce4fb86072ac 2026-05-13 monthly 0.7 https://prismix.dev/news/5ef35f2c9fd2 2026-05-13 monthly 0.7 https://prismix.dev/news/86610c5ebc1d 2026-05-13 monthly 0.7 https://prismix.dev/news/fd72862cedfa 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/07746346289e 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/66312b6309f0 2026-05-13 monthly 0.7 https://prismix.dev/news/fd797e93058c 2026-05-13 monthly 0.7 https://prismix.dev/news/dd83ecd40f2f 2026-05-13 monthly 0.7 https://prismix.dev/news/6ea69394e1cc 2026-05-13 monthly 0.7 https://prismix.dev/news/466f592dc335 2026-05-13 monthly 0.7 https://prismix.dev/news/314fb4d851ee 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/cfb8096e9f38 2026-05-13 monthly 0.7 https://prismix.dev/news/d219d53708bc 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/60ebdcbe8913 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/3fd35c69f686 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/8a0c141c6c6e 2026-05-13 monthly 0.7 https://prismix.dev/news/fd38e6bb9325 2026-05-13 monthly 0.7 https://prismix.dev/news/c6b15354faff 2026-05-13 monthly 0.7 https://prismix.dev/news/b6be045d33aa 2026-05-13 monthly 0.7 https://prismix.dev/news/dc58823d2367 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/1afd2b96b6ca 2026-05-13 monthly 0.7 https://prismix.dev/news/39d99a4e46d0 2026-05-13 monthly 0.7 https://prismix.dev/news/38180b63d0a6 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/3ed557341723 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/5d49356f591b 2026-05-13 monthly 0.7 https://prismix.dev/news/d188ba1a06cf 2026-05-13 monthly 0.7 https://prismix.dev/news/2f4123bfb75e 2026-05-13 monthly 0.7 https://prismix.dev/news/e7455462824d 2026-05-13 monthly 0.7 https://prismix.dev/news/1c6116b225f0 2026-05-13 monthly 0.7 https://prismix.dev/news/bd2356d53aca 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/05d042dc5905 2026-05-13 monthly 0.7 https://prismix.dev/news/070e43d1e6ee 2026-05-13 monthly 0.7 https://prismix.dev/news/7429ac5cea1d 2026-05-13 monthly 0.7 https://avatars.githubusercontent.com/u/4033016?s=60&v=4 v0.30.0-rc12 lint fixes https://prismix.dev/news/90a43f18dc16 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/86c22bdd5583 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!2QRJ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fmedia%2FHH1ZeYvbYAAg36u.jpg Misplaced panic over AI progress Breaking down what METR’s latest “time horizon” graph does and does not show https://prismix.dev/news/e7f8b2994fe8 2026-05-13 monthly 0.7 https://prismix.dev/news/5113484316ce 2026-05-13 monthly 0.7 https://prismix.dev/news/42a9a55f7203 2026-05-13 monthly 0.7 https://prismix.dev/news/ab27f174efef 2026-05-13 monthly 0.7 https://avatars.githubusercontent.com/u/51931015?s=60&v=4 v0.20.2 vLLM v0.20.2 Highlights This release features 6 commits from 6 contributors (0 new)! This is a small patch release with bug fixes for DeepSeek V4, gpt-oss, and Qwen3-VL Bug Fixes DeepSeek V4 sparse at https://prismix.dev/news/217ab83ac677 2026-05-13 monthly 0.7 https://prismix.dev/news/fe942d36c3e6 2026-05-13 monthly 0.7 https://avatars.githubusercontent.com/u/4033016?s=60&v=4 v0.30.0-rc11 win: avoid spaces in compiler path https://prismix.dev/news/7eed052b6be2 2026-05-13 monthly 0.7 https://avatars.githubusercontent.com/u/4033016?s=60&v=4 v0.30.0-rc10 win: fix arm64 cross-compile https://prismix.dev/news/cdabf7e65a3f 2026-05-13 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/GettyImages-2240670637-500x500.jpg The new Wild West of AI kids’ toys These connected companions could disrupt everything from make-believe to bedtime stories. No wonder some lawmakers want them banned. https://prismix.dev/news/1548e559386f 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 monthly 0.7 https://prismix.dev/news/67d11a3f70f6 2026-05-13 monthly 0.7 https://prismix.dev/news/0abd127d4083 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!pamj!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc559c6e4-ed6a-4967-ab8b-108498446bf3_1992x1884.png David Reich – Why the Bronze Age was an inflection point in human evolution "Instead of being quiescent, natural selection is everywhere." https://prismix.dev/news/1144f592020d 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 monthly 0.7 https://prismix.dev/news/96c0800b8496 2026-05-13 monthly 0.7 https://prismix.dev/news/eb2b94e2dae7 2026-05-13 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 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!CUVM!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3e28708-53f2-4acf-aaa3-5ac0e6d0a533_1171x1218.jpeg Agents and ROI Remember that MIT study that showed that the ROI for generative AI wasn’t really there for most businesses? https://prismix.dev/news/47a4576cc5ca 2026-05-13 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 langchain==1.2.18 Changes since langchain==1.2.17 release(langchain): 1.2.18 ( #37250 ) revert: feat(langchain): ls_agent_type tag on create_agent calls ( #37249 ) chore(langchain-classic): deprecate hub, limit loads/d https://prismix.dev/news/66be12207714 2026-05-13 monthly 0.7 https://prismix.dev/news/38d70a8c651d 2026-05-13 monthly 0.7 https://prismix.dev/news/dbcffd988a75 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 monthly 0.7 https://prismix.dev/news/cea30230a654 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/2bce3436c9e3 2026-05-13 monthly 0.7 https://prismix.dev/news/b0d0369b9f93 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/91733b0c6448 2026-05-13 monthly 0.7 https://prismix.dev/news/74f95f5ce84e 2026-05-13 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 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!IOEe!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F443e3591-aa62-4a15-acd6-c614e0a9b243_1025x1047.png Breaking news: “they hadn’t figured out how OpenAI would pay for it” Sign of things to come? https://prismix.dev/news/a7f8ab179c20 2026-05-13 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/05/nvidia-gb200-nvl72-768x432.png Achieving Peak System and Workload Efficiency on NVIDIA GB200 NVL72 with Slurm Block Scheduling NVIDIA GB200 NVL72 introduces a fundamentally new way to build GPU clusters by extending NVIDIA NVLink coherence across an entire rack. This design enables... https://prismix.dev/news/f8a813170ec5 2026-05-13 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/05/cube-column-768x432.jpg Model Quantization: Post-Training Quantization Using NVIDIA Model Optimizer Model quantization is an effective method to reduce VRAM usage and improve inference performance on consumer devices such as NVIDIA GeForce RTX GPUs. By... https://prismix.dev/news/8179ec5fd21c 2026-05-13 monthly 0.7 https://prismix.dev/news/c7e4adc5a19a 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/b04200899d48 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 $100 Fitbit Air is available for preorder today. https://prismix.dev/news/4d36203db054 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/67e64731bcf1 2026-05-13 monthly 0.7 https://prismix.dev/news/fa002821b90d 2026-05-13 monthly 0.7 https://prismix.dev/news/24a3c172de48 2026-05-13 monthly 0.7 https://prismix.dev/news/4a53f5ac6268 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/94895c326bda 2026-05-13 monthly 0.7 https://prismix.dev/news/73318f2b5890 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/e081f5ee6e7c 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/b19ec562c455 2026-05-13 monthly 0.7 https://prismix.dev/news/a04d57070e9b 2026-05-13 monthly 0.7 https://prismix.dev/news/18fcf2d9307c 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/9e8af2dc9506 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/db3606a63b09 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/a2e1611abe6f 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/94c10e2b6f8e 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/ff11c6cbce8a 2026-05-13 monthly 0.7 https://prismix.dev/news/7ad65b28e2ac 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/f9a6fe3e0b32 2026-05-13 monthly 0.7 https://prismix.dev/news/57a55fcb2055 2026-05-13 monthly 0.7 https://prismix.dev/news/0ef58dbb67f9 2026-05-13 monthly 0.7 https://prismix.dev/news/9bcec59458e9 2026-05-13 monthly 0.7 https://prismix.dev/news/831c0a854506 2026-05-13 monthly 0.7 https://images.zed.dev/blog/zed-business/thumbnail.webp Introducing Zed for Business Zed for Business adds org-wide AI settings, policy enforcement, and centralized billing for teams already using Zed. https://prismix.dev/news/ed6e8c0a5ed3 2026-05-13 monthly 0.7 https://prismix.dev/news/b60bcd84dafc 2026-05-13 monthly 0.7 https://prismix.dev/news/da773fbd4b4a 2026-05-13 monthly 0.7 https://prismix.dev/news/dbbb79d79be2 2026-05-13 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/greg-brockman-is-you-taking-notes-on-criminal-conspiracy-500x500.jpg OpenAI president forced to read his personal diary entries to jury Elon Musk argued the journals show the moment when OpenAI abandoned its mission. https://prismix.dev/news/e3667d49dc36 2026-05-13 monthly 0.7 https://prismix.dev/news/42f74a340469 2026-05-13 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202604/mit-eecs-lids-Gabriele-Farina.JPG?itok=1UkrX-oG Games people — and machines — play: Untangling strategic reasoning to advance AI Assistant Professor Gabriele Farina mines the foundations of decision-making in complex multi-agent scenarios. https://prismix.dev/news/7ecdf7621454 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!2vOK!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fmedia%2FHHMN5bCbEAAvHJ8.jpg What matters (or should matter), at the Musk-OpenAI trial Two perspectives on what’s transpired so far https://prismix.dev/news/383ae57e1162 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!xPdC!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4e4bb428-23e6-47d2-b229-007983cd5d80_1070x1528.png 🔬Doing Vibe Physics — Alex Lupsasca, OpenAI The full story of how GPT‑5.x derived new results in theoretical physics and quantum gravity. https://prismix.dev/news/0ae210e81b25 2026-05-13 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/f701bcf1-17c5-4e19-8f40-6543b2256e2c_293x172.jpeg The AI Ad-Hoc Prior Restraint Era Begins The White House has ordered Anthropic not to expand access to Mythos, and is at least seriously considering a complete about-face of American Frontier AI policy into a full prior restraint regime, whe https://prismix.dev/news/be1ff52f658d 2026-05-13 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 langchain-core==1.3.3 Changes since langchain-core==1.3.2 release(core): 1.3.3 ( #37198 ) fix(core): set deprecation since to 1.3.3 to match release ( #37200 ) fix(core, langchain): harden load() against untrusted manifest https://prismix.dev/news/3d01b135a97c 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!CK66!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F435e65bc-6b81-4882-a8fa-36aeb5a67472_1223x1447.png Breaking: Autonomous Agents are a Shitshow Sorry to use a technical term in the title https://prismix.dev/news/e3e4d861b71b 2026-05-13 monthly 0.7 https://avatars.githubusercontent.com/in/378072?s=60&v=4 v0.99.0 0.99.0 (2026-05-05) Full Changelog: v0.98.1...v0.99.0 Features client: allow targeting a workspace for OIDC federation token exchange ( 4ba8067 ) https://prismix.dev/news/4d00acf2f95f 2026-05-13 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/05/FeatureImage-768x431.png How to Build In-Vehicle AI Agents with NVIDIA: From Cloud to Car The automotive cockpit is undergoing a fundamental shift from rule-based interfaces to agentic, multimodal AI systems capable of reasoning, planning, and... https://prismix.dev/news/0d33f723ee92 2026-05-13 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/05/image3-768x432.png Building for the Rising Complexity of Agentic Systems with Extreme Co-Design Generative AI’s explosive first chapter was defined by humans sending requests and models responding. The agentic chapter is different. Agents don't... https://prismix.dev/news/d5b3d0db54cc 2026-05-13 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 langchain-fireworks==1.3.1 Changes since langchain-fireworks==1.3.0 fix(fireworks): require api_key in FireworksEmbeddings ( #37193 ) release(fireworks): 1.3.1 ( #37189 ) fix(fireworks): strip non-wire keys from ToolMessage tex https://prismix.dev/news/6c9e9c8c73f9 2026-05-13 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 langchain-mistralai==1.1.4 Changes since langchain-mistralai==1.1.3 release(mistralai): 1.1.4 ( #37191 ) fix(mistralai): strip non-wire keys from ToolMessage ( #37188 ) https://prismix.dev/news/fe2f78c912c3 2026-05-13 monthly 0.7 https://prismix.dev/news/a2a811b50a4c 2026-05-13 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/NSCNpuBUrt6RGqH5vxTT5/424808cad42085d2f79adcb86566ae04/SEO.png?w=1600&h=900&fit=fill Unlocking large scale AI training networks with MRC (Multipath Reliable Connection) OpenAI introduces MRC (Multipath Reliable Connection), a new supercomputer networking protocol released via OCP to improve resilience and performance in large-scale AI training clusters. https://prismix.dev/news/01a8b52eee81 2026-05-13 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/360kMX00WHnA5T0OV55dEf/72aedfc1c8d09cbc8662acd8af2e2afc/20250822.jpg?w=1600&h=900&fit=fill GPT-5.5 Instant: smarter, clearer, and more personalized GPT-5.5 Instant updates ChatGPT’s default model with smarter, more accurate answers, reduced hallucinations, and improved personalization controls. https://prismix.dev/news/3bbc92d9c76e 2026-05-13 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/Aj1UBJC1Kpt5IYhqrwOn4/0b039f2804579e9bbe42a67f8316a5c0/System_Card_16x9.jpg?w=1600&h=900&fit=fill GPT-5.5 Instant System Card May 5, 2026 Safety Publication GPT‑5.5 Instant System Card Read the System Card (opens in a new window) Introduction GPT‑5.5 Instant is our latest Instant model, and explained in our blog ⁠ . The comp https://prismix.dev/news/50fcb9961ed0 2026-05-13 monthly 0.7 https://prismix.dev/news/8e7022faca1a 2026-05-13 monthly 0.7 https://assets.vercel.com/image/upload/contentful/image/e5382hct74si/6QcngQopkRbC4KbfiGlkss/c076c37d3114af94286e77bffbed2898/vc_metrics_og.png Query observability metrics using the Vercel CLI You can now access Observability Plus metrics in the Vercel CLI. Query observability data for any Vercel team or project using the new vercel metrics command. Coding agents can also leverage this new https://prismix.dev/news/880a2fb0a3d9 2026-05-13 monthly 0.7 https://prismix.dev/news/51af5aa4d6dc 2026-05-13 monthly 0.7 https://prismix.dev/news/6786076f2f23 2026-05-13 monthly 0.7 https://prismix.dev/news/cc242aee1b48 2026-05-13 monthly 0.7 https://prismix.dev/news/e246958d7aa5 2026-05-13 monthly 0.7 https://prismix.dev/news/08792e01b9a9 2026-05-13 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/7BFuH170Tk8pxf9XMjXE48/253f0f50015a47b3a94a42c57c5bd3b9/SEO-ChatGPT-Ads.png?w=1600&h=900&fit=fill New ways to buy ChatGPT ads OpenAI expands ChatGPT ads with a beta self-serve Ads Manager, CPC bidding, and enhanced measurement tools—built to protect privacy and keep conversations separate from ads. https://prismix.dev/news/2de76809a598 2026-05-13 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/kN8xs5SYct3TOKgv94j1k/18e35564fc72b34c94196e6a353e2596/Frame__19_.png?w=1600&h=900&fit=fill Advancing youth safety and wellbeing in EMEA Explore OpenAI’s European Youth Safety Blueprint and EMEA Youth & Wellbeing Grants, advancing safe, responsible AI for teens, families, and educators. https://prismix.dev/news/0871fd5c156a 2026-05-13 monthly 0.7 https://images.zed.dev/blog/not-building-ai-for-the-money/thumbnail.webp We're Not Building AI Features for the Money Why Zed invests in AI, and the future we're building toward. https://prismix.dev/news/9e2378534e2c 2026-05-13 monthly 0.7 https://static.simonwillison.net/static/2026/granite-3B-card.jpg Granite 4.1 3B SVG Pelican Gallery Granite 4.1 3B SVG Pelican Gallery IBM released their Granite 4.1 family of LLMs a few days ago. They're Apache 2.0 licensed and come in 3B, 8B and 30B sizes. Granite 4.1 LLMs: How They’re Built by Gr https://prismix.dev/news/6f8c09997ee6 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!SLGB!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcae188ad-3ef3-4d8c-be2e-3d70cb4bb429_1098x800.png [AINews] The Other vs The Utility a quiet day lets us reflect on the nature of AI "character" in the Clippy vs Anton debate https://prismix.dev/news/bf7b7e0f90f7 2026-05-13 monthly 0.7 https://prismix.dev/news/b28a49081af9 2026-05-13 monthly 0.7 https://prismix.dev/news/ce0f5b68018f 2026-05-13 monthly 0.7 https://avatars.githubusercontent.com/in/378072?s=60&v=4 v0.98.1 0.98.1 (2026-05-04) Full Changelog: v0.98.0...v0.98.1 Chores fix typo in example ( #1754 ) ( de8ba13 ) https://prismix.dev/news/2b843178b595 2026-05-13 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/6hTu9A1Ohf6CQm1JAdKxxI/402fbd106edb5fa9d5eac590d23c2b24/Frame.png?w=1600&h=900&fit=fill OpenAI and PwC collaborate to reimagine the office of the CFO OpenAI and PwC are partnering to help enterprises use AI agents to automate finance workflows, improve forecasting, strengthen controls, and modernize the CFO function. https://prismix.dev/news/8e669a2b06fe 2026-05-13 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/Agentic-AI-768x432.png Optimize Supply Chain Decision Systems Using NVIDIA cuOpt Agent Skills Modern supply chains operate under the constant pressures of fluctuating demand, volatile costs, constrained capacity, and interdependent decision-making.... https://prismix.dev/news/d0929877eee3 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!Rf-s!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6cee5d87-88e3-408c-a3d1-ccfa59fa350c_1731x909.png How to Get More From AI by Using Fewer Tools Don’t fall for the tool sprawl trap https://prismix.dev/news/8a06a6866306 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!yGnZ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F897e91df-dc50-4143-823a-f7cd1e389641_1152x1200.jpeg Housing Roundup #15: The War Against Renters So many are under the strange belief that there is something terrible about not owning the house in which you live. https://prismix.dev/news/398b9f083cf0 2026-05-13 monthly 0.7 https://prismix.dev/news/af90377caa72 2026-05-13 monthly 0.7 https://avatars.githubusercontent.com/in/378072?s=60&v=4 v2.34.0 2.34.0 (2026-05-04) Full Changelog: v2.33.0...v2.34.0 Features api: add external_key_id to projects, email/metadata params to users, update types ( 2d232ee ) api: add support for Admin API Keys per en https://prismix.dev/news/99fcb1d4b911 2026-05-13 monthly 0.7 https://avatars.githubusercontent.com/in/378072?s=60&v=4 v0.98.0 0.98.0 (2026-05-04) Full Changelog: v0.97.0...v0.98.0 Features api: improve Managed Agents APIs ( 7faf393 ) client: add Workload Identity Federation, interactive OAuth, and auth profiles ( 6458bcc ) s https://prismix.dev/news/deed3327f303 2026-05-13 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/b94fcb01-2fef-44ce-9d1d-4b0d9b7a737e_3182x1790.png The distillation panic ‘Distillation attacks’ is a horrible term for what is happening right now. https://prismix.dev/news/2c8bba02264c 2026-05-13 monthly 0.7 https://prismix.dev/news/214e6afdda7a 2026-05-13 monthly 0.7 https://prismix.dev/news/e9a03b67ea18 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!BoGR!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fnews_img%2F2050689625383989248%2FUs6FQi9f%3Fformat%3Djpg%26name%3Dorig The growing AI backlash Nobody should be surprised https://prismix.dev/news/9d0d8e3d8780 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 455: AI systems are about to start building themselves. 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A new review suggests otherwise https://prismix.dev/news/78afc0422f90 2026-05-13 monthly 0.7 https://avatars.githubusercontent.com/u/26932676?s=60&v=4 v0.20.2 OneTainer ERNIE LoRA support ( #13640 ) https://prismix.dev/news/93291f1abf15 2026-05-13 monthly 0.7 https://avatars.githubusercontent.com/u/46394894?s=60&v=4 v0.20.2rc0: [MRV2] Add shutdown() method (#41297) Signed-off-by: Woosuk Kwon woosuk@inferact.ai https://prismix.dev/news/34b3a6caaf45 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/working-with-ai.jpg How to Work and Compound with AI Context as infra, taste as config, verification for autonomy, scale via delegation, closing the loop. https://prismix.dev/news/518d82724c63 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!qMHq!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0bd0c255-15fd-4d04-91e5-7b3b2a7a2998_1302x1034.png Richard Dawkins and The Claude Delusion The great skeptic gets taken in https://prismix.dev/news/f4439c23d866 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!admO!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6045585a-7095-4a04-bbef-7f29cbc35fe5_1938x1276.png [AINews] AI Engineer World's Fair — Autoresearch, Memory, World Models, Tokenmaxxing, Agentic Commerce, and Vertical AI Call for Speakers a quiet day lets us make a call for speakers! https://prismix.dev/news/9898f8b8c4eb 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!IycS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62cacb53-7236-4d89-afed-1c43e081bbe8_7972x4128.png Weekly Top Picks #120 Q1 earnings / Trump wants to nationalize AI / China protects its workers / ARC-AGI-3 defeats GPT-5.5 and Opus-4.7 / The "permanent underclass" / Dawkins x Claudia https://prismix.dev/news/4f35a0f9a2ec 2026-05-13 monthly 0.7 https://prismix.dev/news/d2935f688880 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!L9Di!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9610e183-b1a7-4522-8838-ec798cec6525_1383x864.png “A model that produces code which compiles and passes the tests it was given is not the same as a model that produces correct, secure, maintainable, well-architected software” A lot of code is being written by AI, but what does it mean? https://prismix.dev/news/61716ea9108a 2026-05-13 monthly 0.7 https://i0.wp.com/stratechery.com/wp-content/uploads/2026/04/GettyImages-2188101091.jpg?resize=1700%2C1133&ssl=1 2026.18: Long-term, Peripheral & Myopic Visions The best Stratechery content from the week of April 27, 2026, including Amazon and AI, the future of AR devices, and Beijing's myopia. https://prismix.dev/news/56df1ba30c32 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!_q08!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe4944e40-9b28-4704-9c2a-25ad47bdd3f8_1008x583.png Housing Roundup #14: You Can't Build That Why can’t you build it? https://prismix.dev/news/fe0ffe6ad11f 2026-05-13 monthly 0.7 https://wp.technologyreview.com/wp-content/uploads/2026/05/Mustafa_forweb.png Cyber-Insecurity in the AI Era Cybersecurity was already under strain before AI entered the stack. 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Approaches... https://prismix.dev/news/3c99879b656d 2026-05-13 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/image4-6-768x432.jpg Build AI-Powered Games with NVIDIA DLSS 4.5, RTX, and Unreal Engine 5 Today, game developers can begin integrating NVIDIA DLSS 4.5 with Dynamic Multi Frame Generation, Multi Frame Generation 6X, and the second-generation... https://prismix.dev/news/04503df6c1ed 2026-05-13 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/workstation-tech-blog-600x338-1.gif How to Build, Run, and Scale High-Quality Creator Workflows in ComfyUI Creative and visualization teams today produce more assets, in more formats, with leaner teams. 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Plus, additional notes on ads, agents, and sports rights. https://prismix.dev/news/972c9ff685f4 2026-05-13 monthly 0.7 https://prismix.dev/news/bb1cf179e77e 2026-05-13 monthly 0.7 https://prismix.dev/news/657ad4f6ce80 2026-05-13 monthly 0.7 https://prismix.dev/news/e851ee321e6a 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!k0If!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4a127abc-05ad-4363-8dc8-763d2a896805_1200x630.png This Is the Worst Career Decision You Can Make Right Now New research from the US Federal Reserve provides a clear answer https://prismix.dev/news/45170edbf337 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!rYuq!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa50660bc-66f9-4b8f-a9ac-30976e26f8e8_2048x1754.png Reiner Pope – The math behind how LLMs are trained and served It's shocking how much you can deduce about what the labs are doing from a handful of equations and a blackboard https://prismix.dev/news/3ea9b02b0083 2026-05-13 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/AI-Factory-768x432.png Powering AI Factories with NVIDIA Enterprise Reference Architectures The next wave of enterprise productivity is being built on AI factories. As organizations deploy agentic AI systems capable of reasoning, automation, and... https://prismix.dev/news/3fdfbee0f432 2026-05-13 monthly 0.7 https://prismix.dev/news/6b8c46a3e355 2026-05-13 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/7uKjDcPGzOUdai1xJ3ADrz/e546afb6069a32f56d346a53c1093c74/Frame__5_.png?w=1600&h=900&fit=fill Building the compute infrastructure for the Intelligence Age OpenAI scales Stargate to build the compute infrastructure powering AGI, adding new data center capacity to meet growing AI demand. https://prismix.dev/news/99756a0dd794 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!Z0Qx!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7c838068-b5c7-4bc4-bf57-919662e9309b_900x635.jpeg The Most Important Charts In The World We all need a break so: What is the most important chart in the world? https://prismix.dev/news/ed1551533d25 2026-05-13 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202604/mit-dome-00_0.png?itok=O8BlHhll The MIT-IBM Computing Research Lab launches to shape the future of AI and quantum computing Building on a long-standing MIT–IBM collaboration, the new lab will chart the convergence of AI, algorithms, and quantum computing. https://prismix.dev/news/6e8f28b99d07 2026-05-13 monthly 0.7 https://prismix.dev/news/180302e63d71 2026-05-13 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/64zhbS4FYJIaJ2TXQb6ztp/a538eb06a6e62b8964de2bf6d5a2e8a3/Cybersecurity_in_the_Intelligence_Age.png?w=1600&h=900&fit=fill Cybersecurity in the Intelligence Age OpenAI outlines a five-part action plan for strengthening cybersecurity in the Intelligence Age, focused on democratizing AI-powered cyber defense and protecting critical systems. https://prismix.dev/news/10011bbdb9a2 2026-05-13 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202604/MIT-Federated-Constrained-01-press.jpg?itok=ILr4mnWw Enabling privacy-preserving AI training on everyday devices A new method could bring more accurate and efficient AI models to high-stakes applications like health care and finance, even in under-resourced settings. https://prismix.dev/news/6ecb048a5f87 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!DbYa!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73b0838a-bd14-46a1-801c-b6a2046e5c1e_1130x1130.png [AINews] not much happened today a quiet day. https://prismix.dev/news/82356b62524e 2026-05-13 monthly 0.7 https://prismix.dev/news/5adca4e08018 2026-05-13 monthly 0.7 https://zed.dev/img/post/one-point-zero/thumbnail.webp Zed is 1.0 The editor we set out to build is now 1.0. https://prismix.dev/news/af0b93195cd7 2026-05-13 monthly 0.7 https://prismix.dev/news/68d0ebe31dcc 2026-05-13 monthly 0.7 https://prismix.dev/news/47b3958d8435 2026-05-13 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/biomolecule-1-768x432.png Scaling Biomolecular Modeling Using Context Parallelism in NVIDIA BioNeMo For decades, computational biology has operated under a reductionist compromise. 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For decades, unlocking reservoir potential has relied on experts performing essential... https://prismix.dev/news/3286b2865c88 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/7d8d8bec6715 2026-05-13 monthly 0.7 https://prismix.dev/news/83976a75ba7f 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/0ff444850a32 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/1cb7936c713d 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!62l7!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8dd40335-1f83-4f70-8f87-934e4c26d1de_1916x821.png GPT 5.5: The System Card Last week, OpenAI announced GPT-5.5, including GPT-5.5-Pro. https://prismix.dev/news/b5d18c04f7f6 2026-05-13 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/7wH8tF8d1YzMuZeMndFnWr/c123943a0c86f76376d493739abedd2a/openai-available-at-fedramp-moderate-16_9.png?w=1600&h=900&fit=fill OpenAI available at FedRAMP Moderate OpenAI is available at FedRAMP Moderate authorization for ChatGPT Enterprise and the OpenAI API, enabling secure AI adoption for U.S. federal agencies. https://prismix.dev/news/7bb2aa2b1141 2026-05-13 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/7b074c57-7c3d-48b6-a304-2cea506b5165_800x450.avif What I've been thinking about this weekend - More open questions, intelligence vs power, the problem of verification in science, the parallel discovery of Darwinism Hodge podge of things I was thinking about this weekend. https://prismix.dev/news/9da065dd5a32 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!ICSA!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff73baf75-34a0-46e8-8452-7cccd7481ba9_1156x730.png [AINews] DeepSeek V4 Pro (1.6T-A49B) and Flash (284B-A13B), Base and Instruct — runnable on Huawei Ascend chips The prodigal Tiger returns... but is no longer the benchmarks leader. https://prismix.dev/news/4d073e0079fc 2026-05-13 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/ai-model-representation-2-768x432.png Build with DeepSeek V4 Using NVIDIA Blackwell and GPU-Accelerated Endpoints DeepSeek just launched its fourth generation of flagship models with DeepSeek-V4-Pro and DeepSeek-V4-Flash, both targeted at enabling highly efficient... https://prismix.dev/news/05fae1d85caf 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/8c274f50343f 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!3sbI!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb8d9e427-a793-48c8-bdbb-2f573a218940_4096x1368.jpeg 📅 Apr 23: OpenAI's Week: GPT-5.5, GPT-Image-2, Codex CUA + Chronicle, + Claude Design, Kimi K2.6, Qwen 3.6-27B From Weights & Biases, what an intense week, that's fully dominated by OpenAI, a new top LLM (5.5), a new top Image Gen (imagev2) and tons of codex releases + Claude Design and a bunch of open source https://prismix.dev/news/d938af530bae 2026-05-13 monthly 0.7 https://avatars.githubusercontent.com/u/121283862?s=60&v=4 v0.19.5 ComfyUI v0.19.5 https://prismix.dev/news/54cd8015acf0 2026-05-13 monthly 0.7 https://avatars.githubusercontent.com/in/378072?s=60&v=4 v0.97.0 0.97.0 (2026-04-23) Full Changelog: v0.96.0...v0.97.0 Features api: CMA Memory public beta ( fc30ebe ) Bug Fixes api: fix errors in api spec ( f946de8 ) api: restore missing features ( 72212ab ) Perfo https://prismix.dev/news/7686e66f5d52 2026-05-13 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/agentic-ai-768x432.jpg Winning a Kaggle Competition with Generative AI–Assisted Coding In March 2026, three LLM agents generated over 600,000 lines of code, ran 850 experiments, and helped secure a first-place finish in a Kaggle playground... https://prismix.dev/news/d21d13ff6b5d 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 monthly 0.7 https://prismix.dev/news/1ba97274eace 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/8dcc3975e7d5 2026-05-13 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 2026-05-13 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 2026-05-13 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 $25,000. https://prismix.dev/news/a462f03b0ef4 2026-05-13 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/Sparse-Deep-Learning-e1774302337562-768x431.webp Simplify Sparse Deep Learning with Universal Sparse Tensor in nvmath-python In a previous post, we introduced the Universal Sparse Tensor (UST), enabling developers to decouple a tensor’s sparsity from its memory layout for greater... https://prismix.dev/news/4b8917b825c7 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/3ab6ebe4ec35 2026-05-13 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 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!oonk!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6b2ff218-91fb-4b42-a216-00a9454311b2_1536x1024.png ChatGPT doesn’t know its whisk from its elbow Medical illustrators can rest easy https://prismix.dev/news/8cad933a121d 2026-05-13 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/3K1xu2uaPseQ2Zk6CbuLgc/268ce2e65a514126104c1b6550db955b/SEO.png?w=1600&h=900&fit=fill Making ChatGPT better for clinicians OpenAI makes ChatGPT for Clinicians free for verified U.S. physicians, nurse practitioners, and pharmacists, supporting clinical care, documentation, and research. https://prismix.dev/news/a22b5ec1726e 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 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 connection-scoped caching reduced API overhead and improved model latency. https://prismix.dev/news/469345dd3874 2026-05-13 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/3pOt7hjYa1nUIIMMXdoEhD/b6493d0ba6756155a3ef880758e0a0b0/Academy-SEO.png?w=1600&h=900&fit=fill Workspace agents Learn how to build, use, and scale workspace agents in ChatGPT to automate repeatable workflows, connect tools, and streamline team operations. https://prismix.dev/news/c71ef79e3212 2026-05-13 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/5VOBXAok5WCGbcXubvIGSn/c6ec67af102f0537ff2a526fca45ff47/OAI_Blog_SEO_16x9.png?w=1600&h=900&fit=fill Introducing workspace agents in ChatGPT Workspace agents in ChatGPT are Codex-powered agents that automate complex workflows, run in the cloud, and help teams scale work across tools securely. https://prismix.dev/news/9e6d5e3a971c 2026-05-13 monthly 0.7 https://avatars.githubusercontent.com/u/41363108?s=60&v=4 v0.20.0rc1 Revert "[Misc] Move pyav and soundfile to common requirements" (#… https://prismix.dev/news/cd93283c10a9 2026-05-13 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**Alibaba**+released+**Qwen3.6-27B**%2C+a+dense%2C+Apache+2.0+open+coding+model+with+thinking+and+non-thinking+modes%2C+outperforming+the+larger+Qwen3.5-397B-A17B+on+multiple+coding+benchmarks+including+SWE-bench+and+Terminal-Bench.+It+supports+native+vision-language+reasoning+over+images+and+video%2C+with+immediate+ecosystem+support+from+vLLM%2C+Unsloth%2C+ggml%2C+and+Ollama.+**OpenAI**+open-sourced+a+practical+**Privacy+Filter**+model+for+PII+detection+and+masking%2C+a+1.5B+parameter+token-classification+model+with+a+128k+context+window+aimed+at+enterprise+redaction+tasks.+**Xiaomi**+announced+**MiMo-V2.5-Pro**+and+**MiMo-V2.5**+models%2C+emphasizing+software+engineering+advances%2C+long-horizon+agents%2C+and+large+context+windows+%28up+to+1M+tokens%29%2C+with+strong+benchmark+results+and+integrations+with+Hermes+and+Nous.+At+**Google+Cloud+Next**%2C+**Google**+and+**Google+DeepMind**+unveiled+8th-gen+TPUs+%28TPU+8t+for+training+and+TPU+8i+for+inference%29+with+claims+of+scaling+to+a+million+TPUs+in+a+cluster%2C+and+launched+the+**Gemini+Enterprise+Agent+Platform**+evolving+Vertex+AI+with+Agent+Studio+and+access+to+200%2B+models+including+**Gemini+3.1+Pro**+and+**Gemini+3.1+Flash+Image**.+This+marks+a+significant+vertical+integration+of+hardware%2C+models%2C+and+enterprise+tooling.&type=issue&issueNumber=04&date=2026-04-22T05%3A44%3A39.731Z&companies=alibaba%2Copenai%2Cxiaomi%2Cgoogle%2Cgoogle-deepmind%2Cvllm_project%2Cunsloth%2Cggml%2Collama%2Carena%2Cnous-research&models=qwen3.6-27b%2Cqwen3.5-397b-a17b%2Cprivacy-filter%2Cmimo-v2.5-pro%2Cmimo-v2.5%2Cgemini-3.1-pro%2Cgemini-3.1-flash-image 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 2026-05-13 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 2026-05-13 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 $60B. https://prismix.dev/news/3efc4342b784 2026-05-13 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/9wR7uKQ9cCyJSZcN9PJCb/c42551ed6a31a9be9ada24fed80a862a/SEO-Introducing-OpenAi-Filter.png?w=1600&h=900&fit=fill Introducing OpenAI Privacy Filter OpenAI Privacy Filter is an open-weight model for detecting and redacting personally identifiable information (PII) in text with state-of-the-art accuracy https://prismix.dev/news/6f788839d969 2026-05-13 monthly 0.7 https://zed.dev/img/post/parallel-agents/thumbnail.webp Introducing Parallel Agents in Zed Run multiple agents at once, in the same window. https://prismix.dev/news/c21187770687 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!uzQL!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f044834-7696-4620-8320-66d5ff25c5b1_958x964.png Opus 4.7 Part 2: Capabilities and Reactions Claude Opus 4.7 raises a lot of key model welfare related concerns. https://prismix.dev/news/433762fe25d9 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!KvLv!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feed24b75-aa3c-4a0f-802e-6fa5db7fcd43_1251x848.png How the AI Writing Panic Is Making Us All Worse Writers This applies to those who use AI to write and those who don’t https://prismix.dev/news/ae052abb463b 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!6QOj!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5a5a379c-b687-46fa-a180-95b24496aa5b_2420x1326.png Please don’t trust your chatbot for medical advice Four separate studies all point in the same direction https://prismix.dev/news/0f697d747d9c 2026-05-13 monthly 0.7 https://prismix.dev/news/4478362d5d55 2026-05-13 monthly 0.7 https://prismix.dev/news/b10476608b1b 2026-05-13 monthly 0.7 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!WY26!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff3b82d2f-a19e-47f1-9bb7-d0e0c2c6a162_1344x896.png How to Stand Out When Everyone Uses AI No one is safe from this deadly trap https://prismix.dev/news/f0b73109d423 2026-05-13 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/agentic-ai-768x432.jpg Mitigating Indirect AGENTS.md Injection Attacks in Agentic Environments AI tools are significantly accelerating software development and changing how developers work with code. These tools serve as real-time copilots, automating... https://prismix.dev/news/bd8f031fc47e 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/8c1935ebd5ee 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/e71f0d9a4117 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/f641cca8cf93 2026-05-13 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 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!q5PL!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f793654-5f6f-4c9c-b787-a13d026fc643_1080x1080.jpeg April 16 - Codex uses your mac in the background, Opus 4.7 release not quite Mythos + 3 interviews From Weights & Biases - 3 interviews, 3 Breaking news (Opus 4.7 and Codex Computer use) + a discussion about ZL Continuums among the cohosts. Let us catch you up! https://prismix.dev/news/41321fd4a1b6 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/a46acf7b0648 2026-05-13 monthly 0.7 https://prismix.dev/news/7508d253f64c 2026-05-13 monthly 0.7 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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 2026-05-13 monthly 0.7 https://prismix.dev/news/078f0d540d88 2026-05-13 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 2026-05-13 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 $10M in API grants to strengthen global cyber defense. https://prismix.dev/news/cb7c3dfa3eb0 2026-05-13 monthly 0.7 https://avatars.githubusercontent.com/in/378072?s=60&v=4 v2.32.0 2.32.0 (2026-04-15) Full Changelog: v2.31.0...v2.32.0 Features api: Add detail to InputFileContent ( 60de21d ) api: add OAuthErrorCode type ( 0c8d2c3 ) client: add event handler implementation for web https://prismix.dev/news/1ecc16878f3a 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 monthly 0.7 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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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/f4376757819d 2026-05-13 monthly 0.7 https://prismix.dev/news/b5b8d2845fc7 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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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This applies to... https://prismix.dev/news/d9f7d0c93cae 2026-05-13 monthly 0.7 https://prismix.dev/news/0a0458743625 2026-05-13 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/Ising-Quantum-768x432.jpg NVIDIA Ising Introduces AI-Powered Workflows to Build Fault-Tolerant Quantum Systems NVIDIA Ising is the world's first family of open AI models for building quantum processors, launching with two model domains: Ising Calibration and Ising... https://prismix.dev/news/875e6aa515b4 2026-05-13 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202603/mit-lincoln-Gulf-Surveyor-Stringout.jpg?itok=D9eW6Bde Human-machine teaming dives underwater Researchers are developing hardware and algorithms to improve collaboration between divers and autonomous underwater vehicles engaged in maritime missions. https://prismix.dev/news/8b1a0c9929ab 2026-05-13 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202603/mit-shass-agustin-rayo.jpg?itok=NAyqupfF Q&A: MIT SHASS and the future of education in the age of AI As the School of Humanities, Arts, and Social Sciences marks 75 years, Dean Agustín Rayo reflects on how AI is reshaping higher education and why SHASS disciplines continue to be central to MIT’s miss https://prismix.dev/news/b71360b72c21 2026-05-13 monthly 0.7 https://prismix.dev/news/cfdc717dcb91 2026-05-13 monthly 0.7 https://cdn.stackoverflow.co/images/jo7n4k8s/production/e35a0c5eb319e7928c9ac0a2c2c782d29e644876-3120x1640.png?rect=0,1,3120,1638&w=1200&h=630&auto=format Who needs VCs when you have friends like these? Ryan welcomes Runpod co-founder and CEO Zhen Lu to discuss circumventing VC money by going straight to your community for funding, how Zhen balances founder intuition with user feedback when the commu https://prismix.dev/news/17bf9cbe1f8c 2026-05-13 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/5pnlauz5i8984cutCw5JPP/f3e05730af1446fa0ae61361c995ee87/Scaling_our_trusted_access_program_for_cyber_defense_16x9.png?w=1600&h=900&fit=fill Trusted access for the next era of cyber defense OpenAI expands its Trusted Access for Cyber program, introducing GPT-5.4-Cyber to vetted defenders and strengthening safeguards as AI cybersecurity capabilities advance. https://prismix.dev/news/b2ef1bfee7e4 2026-05-13 monthly 0.7 https://images.unsplash.com/photo-1484480974693-6ca0a78fb36b?crop=entropy&cs=tinysrgb&fit=max&fm=jpg&ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwxfHxjaGVja2xpc3R8ZW58MHx8fHwxNzc2MDk5ODU3fDA&ixlib=rb-4.1.0&q=80&w=1080 23 Questions Every Heavy AI User Should Ask A checklist for the rest of us https://prismix.dev/news/0d5a222a6a28 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!6KhU!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fmedia%2FHFybTUVWQAA-Gm8.jpg Claude Mythos, evaluated How afraid should we be? https://prismix.dev/news/a3d1755bcf55 2026-05-13 monthly 0.7 https://avatars.githubusercontent.com/in/378072?s=60&v=4 v0.94.1 0.94.1 (2026-04-13) Full Changelog: v0.94.0...v0.94.1 Bug Fixes streaming: add missing events ( c6a06d8 ) https://prismix.dev/news/e91d2543c31b 2026-05-13 monthly 0.7 https://prismix.dev/news/f736927f7b33 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!EutI!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc9a1095e-a871-41f1-b179-ba12758bf574_1955x1116.png The Zechner-Lopopolo Continuum: AI Engineers can't agree on whether we should still be looking at code Alex’s recap of the best AI conference’s first European debut + a few BTS reflections from the speaker room, hallway track and podcasting from London https://prismix.dev/news/db38273135c8 2026-05-13 monthly 0.7 https://prismix.dev/news/ebe82643ac57 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!3yYS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258.png Import AI 453: Breaking AI agents; MirrorCode; and ten views on gradual disempowerment Was fire equivalent to a singularity for people at the time? https://prismix.dev/news/4586c5f3db35 2026-05-13 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/2mCEwAUmomLZOArJLNdobv/92b4c9029100e9b22561aa521459eac4/Cloudflare_to_power_the_future_of_agents_with_OpenAI.png?w=1600&h=900&fit=fill Enterprises power agentic workflows in Cloudflare Agent Cloud with OpenAI Cloudflare brings OpenAI’s GPT-5.4 and Codex to Agent Cloud, enabling enterprises to build, deploy, and scale AI agents for real-world tasks with speed and security. https://prismix.dev/news/c921854ed70b 2026-05-13 monthly 0.7 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much happened today **Harness engineering** is emerging as a key discipline in AI agent development, emphasizing components like filesystems, memory, and retries beyond just models. **OpenAI's Codex** is expanding agenti https://prismix.dev/news/e190fb3a1c0a 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!qHLQ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff85529f5-92bb-4758-94f4-60b1940564e7_1873x837.png Even more good news for the future of neurosymbolic AI And vindication for Apple’s unfairly maligned 2025 reasoning paper https://prismix.dev/news/bdf4174939c3 2026-05-13 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/MM-Release-768x432.png MiniMax M2.7 Advances Scalable Agentic Workflows on NVIDIA Platforms for Complex AI Applications The release of MiniMax M2.7 adds enhancements to the popular MiniMax M2.5 model, built for agentic harnesses,... https://prismix.dev/news/d131bc1595b3 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!eC5c!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F768f3fea-f270-45f0-ba62-4febc9c32bc2_1344x896.png AI Will Be Met With Violence, and Nothing Good Will Come of It It has started https://prismix.dev/news/e64b49ecf947 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!-P9Y!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F63f64a11-5698-410a-af12-a8c88597d566_784x1168.jpeg The biggest advance in AI since the LLM Why Claude Code changes everything https://prismix.dev/news/f41d3a7f7c8d 2026-05-13 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/18174b65-ddde-40ad-a82b-55467fecbc10_3182x1790.png The inevitable need for an open model consortium And yes, I hate consortia too. https://prismix.dev/news/0835f26adce2 2026-05-13 monthly 0.7 https://avatars.githubusercontent.com/in/378072?s=60&v=4 v0.94.0 0.94.0 (2026-04-10) Full Changelog: v0.93.0...v0.94.0 Features vertex eu region ( #1658 ) ( b7e157d ) Bug Fixes ensure file data are only sent as 1 parameter ( 837b25b ) Documentation improve examples https://prismix.dev/news/43af252782d5 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!EfJ1!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe2740b36-d31e-4e44-b39e-be77724794f3_691x361.png Weekly Top Picks #118 Anthropic's $30B revenue / China won the global race / AI scapegoating layoffs / Mythos / Gen Z against AI / "AI is conscious?" is the wrong question https://prismix.dev/news/b0d1d1206c58 2026-05-13 monthly 0.7 https://prismix.dev/news/499701560d82 2026-05-13 monthly 0.7 https://cdn.stackoverflow.co/images/jo7n4k8s/production/e35a0c5eb319e7928c9ac0a2c2c782d29e644876-3120x1640.png?rect=0,1,3120,1638&w=1200&h=630&auto=format The messy truth of your AI strategies Ryan welcomes Hema Raghavan, co-founder and head of engineering at Kumo.ai, to dive into all the messy stuff that comes with implementing AI, from pipeline sprawl to shadow AI. https://prismix.dev/news/0d14bf3bb331 2026-05-13 monthly 0.7 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https://prismix.dev/news/884aaaa8e6ec 2026-05-13 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/7v5h6Z00V6Tt9XQW2AVW62/4ec32f6ad895b9fb038c46ab27b10067/Academy-SEO.png?w=1600&h=900&fit=fill Research with ChatGPT Learn how to research with ChatGPT using search and deep research to find up-to-date information, analyze sources, and generate structured insights. https://prismix.dev/news/734a5335f405 2026-05-13 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/7v5h6Z00V6Tt9XQW2AVW62/4ec32f6ad895b9fb038c46ab27b10067/Academy-SEO.png?w=1600&h=900&fit=fill ChatGPT for managers Learn how managers use ChatGPT to prepare for conversations, write clear feedback, stay organized, and improve team effectiveness. https://prismix.dev/news/4c04529d4e0b 2026-05-13 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/7v5h6Z00V6Tt9XQW2AVW62/4ec32f6ad895b9fb038c46ab27b10067/Academy-SEO.png?w=1600&h=900&fit=fill Creating images with ChatGPT Learn how to create and refine images with ChatGPT using 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Learn how to participate, submit your entry on https://prismix.dev/news/f686dc23ea62 2026-05-13 monthly 0.7 https://images.zed.dev/blog/agent-metrics/agent-metrics-blog-feat-image.webp Introducing Zed's Agent Metrics A public, weekly view of AI agent adoption and turn times inside Zed, plus a few patterns worth watching. https://prismix.dev/news/881ecd9f7626 2026-05-13 monthly 0.7 https://avatars.githubusercontent.com/in/378072?s=60&v=4 v2.31.0 2.31.0 (2026-04-08) Full Changelog: v2.30.0...v2.31.0 Features api: add phase field to conversations message ( 3e5834e ) api: add web_search_call.results to ResponseIncludable type ( ffd8741 ) client: https://prismix.dev/news/a35d15ab397b 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!Ccty!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa95ca4ad-4fb4-47c5-aafb-58c49214c13c_1200x684.jpeg Inside the AI Industry's Most Expensive Mistake The absurdity of thinking in tokens https://prismix.dev/news/871eb26648eb 2026-05-13 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/ov-libraries-tech-blog-1920x1080-1-768x432.jpg Integrate Physical AI Capabilities into Existing Apps with NVIDIA Omniverse Libraries Physical AI—AI systems that perceive, reason, and act in physically grounded simulated environments—is changing how teams design and validate robots and... https://prismix.dev/news/7bcd68b5d5cb 2026-05-13 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/6hAH6ERUZCYnjwvdeDQf1v/afda5a94a25682356a0375536dbb5944/Next_phase_of_enterprise_AI_SEO_16x9.png?w=1600&h=900&fit=fill The next phase of enterprise AI OpenAI outlines the next phase of enterprise AI, as adoption accelerates across industries with Frontier, ChatGPT Enterprise, Codex, and company-wide AI agents. https://prismix.dev/news/5f34af3c1429 2026-05-13 monthly 0.7 https://prismix.dev/news/8b041e9ab978 2026-05-13 monthly 0.7 https://assets.vercel.com/image/upload/contentful/image/e5382hct74si/1DyOVwRYixLUUhS70jnDGF/60ec5a158214ade5667a172a7069b5cd/image__1_.png Use and manage Vercel Sandbox directly from the Vercel CLI Vercel Sandboxes can now be used and managed directly from the Vercel CLI, through the vercel sandbox subcommand. This eliminates the need to install and maintain a separate command-line tool, and rem https://prismix.dev/news/1cb248cc91ce 2026-05-13 monthly 0.7 https://prismix.dev/news/c5df50a1b4c7 2026-05-13 monthly 0.7 https://prismix.dev/news/8fd5897e7e6d 2026-05-13 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**Meta+Superintelligence+Labs**+launched+**Muse+Spark**%2C+a+natively+multimodal+reasoning+model+featuring+tool+use%2C+visual+chain+of+thought%2C+and+multi-agent+orchestration.+It+is+live+on+**meta.ai**+and+the+Meta+AI+app+with+a+private+API+preview+and+plans+for+open-sourcing+future+versions.+Independent+benchmarks+rank+Muse+Spark+highly%2C+with+strong+performance+on+intelligence+indices+and+efficiency%2C+notably+using+over+10%C3%97+less+compute+than+**Llama+4+Maverick**.+Key+technical+highlights+include+training+efficiency%2C+test-time+scaling%2C+and+parallel+multi-agent+inference.+Community+testing+shows+strengths+in+image-to-code+and+one-shot+game+generation.+Additionally%2C+**Zhipu+AI%27s+GLM-5.1**+is+recognized+as+a+leading+open-weight+model+with+architecture+similar+to+DeepSeek-V3.2.&type=issue&issueNumber=04&date=2026-04-08T05%3A44%3A39.731Z&companies=meta-ai-fair%2Czhipu-ai%2Cdeepseek&models=muse-spark%2Cllama-4-maverick%2Cglm-5.1%2Cdeepseek-v3.2 not much happened today **Meta Superintelligence Labs** launched **Muse Spark**, a natively multimodal reasoning model featuring tool use, visual chain of thought, and multi-agent orchestration. It is live on **meta.ai** and https://prismix.dev/news/487938567ca0 2026-05-13 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/59uMg1AsR5K8rad2GHLAdV/e12fabf63048e84b575703221cce09fe/Frame__8_.png?w=1600&h=900&fit=fill Introducing the Child Safety Blueprint Discover OpenAI’s Child Safety Blueprint—a roadmap for building AI responsibly with safeguards, age-appropriate design, and collaboration to protect and empower young people online. https://prismix.dev/news/f428cb20b19d 2026-05-13 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202603/mit-start.nano-Rheyo.jpg?itok=aj1qTyfA Sixteen new START.nano companies are developing hard-tech solutions with the support of MIT.nano Startup accelerator program grows to over 30 companies, almost half of them with MIT pedigrees. https://prismix.dev/news/9717a89e12e0 2026-05-13 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/gtc25-tech-blog-dgx-gb300-1920x1080-1-768x432.png Running AI Workloads on Rack-Scale Supercomputers: From Hardware to Topology-Aware Scheduling The NVIDIA GB200 NVL72 and NVIDIA GB300 NVL72 systems, featuring NVIDIA Blackwell architecture, are rack-scale supercomputers. They’re designed with 18... https://prismix.dev/news/4fe8b0e9f749 2026-05-13 monthly 0.7 https://prismix.dev/news/bdc10dde52f9 2026-05-13 monthly 0.7 https://prismix.dev/news/e844c4a5c4ee 2026-05-13 monthly 0.7 https://prismix.dev/news/f0877e7c8177 2026-05-13 monthly 0.7 https://cdn.stackoverflow.co/images/jo7n4k8s/production/e35a0c5eb319e7928c9ac0a2c2c782d29e644876-3120x1640.png?rect=0,1,3120,1638&w=1200&h=630&auto=format He designed C++ to solve your code problems Ryan welcomes Bjarne Stroustrup, designer of C++ and professor at Columbia, to the show to dive into all things C++, from its history to where it's going today. https://prismix.dev/news/be728ccd9cbb 2026-05-13 monthly 0.7 https://prismix.dev/news/5635955bcfad 2026-05-13 monthly 0.7 https://prismix.dev/news/97f3c6975d5a 2026-05-13 monthly 0.7 https://news.smol.ai/api/og?title=Anthropic+%40+%2430B+ARR%2C+Project+GlassWing+and+Claude+Mythos+Preview+%E2%80%94+first+model+too+dangerous+to+release+since+GPT-2&description=**Anthropic**+strategically+challenges+**OpenAI**+amid+its+upcoming+IPO+concerns+by+announcing+a+jump+from+**%2419B+ARR+in+March**+to+**%2430B+ARR+in+April**%2C+highlighting+a+differential+growth+rate+and+higher+cost+efficiency.+The+company+also+revealed+**Claude+Mythos**%2C+rumored+as+the+largest+successful+training+run%2C+now+restricted+under+**Project+Glasswing**+due+to+its+dangerous+capabilities.+This+model+reportedly+found+thousands+of+high-severity+vulnerabilities+across+major+operating+systems+and+browsers%2C+showcasing+unprecedented+strategic+thinking%2C+situational+awareness%2C+and+creative+reward+hacking.+Notable+figures+like+**Nicolas+Carlini**+and+**Sam+Bowman**+commented+on+the+model%27s+advanced+behaviors+and+unexpected+internet+access.+Anthropic%27s+disclosures+emphasize+both+impressive+business+growth+and+groundbreaking+AI+capabilities.&type=issue&issueNumber=04&date=2026-04-07T05%3A44%3A39.731Z&companies=anthropic%2Copenai&models=claude-mythos Anthropic @ $30B ARR, Project GlassWing and Claude Mythos Preview — first model too dangerous to release since GPT-2 **Anthropic** strategically challenges **OpenAI** amid its upcoming IPO concerns by announcing a jump from **$19B ARR in March** to **$30B ARR in April**, highlighting a differential growth rate and h https://prismix.dev/news/d81b1ccd2b03 2026-05-13 monthly 0.7 https://prismix.dev/news/77089bee356e 2026-05-13 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202604/MIT-DataCenter-Variable-01-press.jpg?itok=dig4qL6e Helping data centers deliver higher performance with less hardware Researchers developed a system that intelligently balances workloads to improve the efficiency of flash storage hardware in a data center. https://prismix.dev/news/0b1c41cbce15 2026-05-13 monthly 0.7 https://images.zed.dev/blog/zeta-deepdive/zeta-model.webp How We Developed Zeta2 A deep dive into how we improved our Zeta edit predictions model, Zeta2. https://prismix.dev/news/c1a04d13b555 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!V6H2!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F30800606-ae7c-4126-8117-b877cd13f5d8_1352x711.png How to Think About AI Like a Long-Term Investor Compound interest rules your life—and everything else https://prismix.dev/news/0f6fe98a4773 2026-05-13 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 452: Scaling laws for cyberwar; rising tides of AI automation; and a puzzle over gDP forecasting How much could AI revolutionize the economy? https://prismix.dev/news/047e7bac94f5 2026-05-13 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/5VluJolTRjUBECOuHMbj1M/c6ff53f2bfb4658e74e5f24e48dabcc8/Frame__7_.png?w=1600&h=900&fit=fill Announcing the OpenAI Safety Fellowship A pilot program to support independent safety and alignment research and develop the next generation of talent https://prismix.dev/news/47968cfc3927 2026-05-13 monthly 0.7 https://prismix.dev/news/223fddd5c167 2026-05-13 monthly 0.7 https://prismix.dev/news/8b8806f3d717 2026-05-13 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**Hermes+Agent**+is+gaining+attention+as+a+leading+open+agent+stack+with+features+like+self-improving+skills%2C+persistent+memory%2C+and+a+self-improvement+loop.+Its+new+**Manim+skill**+enables+generation+of+math%2Ftechnical+animations%2C+expanding+agent+capabilities.+The+Hermes+ecosystem+is+rapidly+growing+with+GUI+tools%2C+WebUI%2C+HUD+updates%2C+OAuth+support%2C+and+integrations.+An+open+training-data+movement+for+agents+is+emerging%2C+focusing+on+sharing+reusable+behavioral+data+and+harness+traces.+Meanwhile%2C+**Anthropic%27s+Claude+Code**+faces+distribution+and+policy+challenges%2C+with+reports+of+restrictions+and+unreliability+impacting+third-party+coding+agents%2C+highlighting+issues+with+subscription+economics+for+always-on+agents.+*%22Claude+Code+now+errors+if+used+to+analyze+Claude+Code+source%22*+and+*%22basically+unusable%22*+are+key+community+sentiments.&type=issue&issueNumber=04&date=2026-04-06T05%3A44%3A39.731Z&companies=nous-research%2Canthropic not much happened today **Hermes Agent** is gaining attention as a leading open agent stack with features like self-improving skills, persistent memory, and a self-improvement loop. Its new **Manim skill** enables generation https://prismix.dev/news/32c2880cf193 2026-05-13 monthly 0.7 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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 2026-05-13 monthly 0.7 https://prismix.dev/news/4dbb4daa381a 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/04c998fd1f10 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/7cad52b864fe 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/05b83bca72bf 2026-05-13 monthly 0.7 https://prismix.dev/news/03f8c699404b 2026-05-13 monthly 0.7 https://prismix.dev/news/c97e6c05cae9 2026-05-13 monthly 0.7 https://prismix.dev/news/cd4ecd90694e 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/136346f2ce83 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/d949ff5e715a 2026-05-13 monthly 0.7 https://prismix.dev/news/ab44cc5f473c 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/41d60d458268 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/4538a837179f 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 $122 billion in new funding to expand frontier AI globally, invest in next-generation compute, and meet growing demand for ChatGPT, Codex, and enterprise AI. https://prismix.dev/news/c93c1768b2bc 2026-05-13 monthly 0.7 https://prismix.dev/news/771a44c5c910 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 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 $165 Team Article Published March 31, 2026 Upvote 27 Maziyar Panahi MaziyarPanahi OpenMed Part II: Building the Pipeline, From Stru https://prismix.dev/news/659f714b65ab 2026-05-13 monthly 0.7 https://cdn.stackoverflow.co/images/jo7n4k8s/production/e35a0c5eb319e7928c9ac0a2c2c782d29e644876-3120x1640.png?rect=0,1,3120,1638&w=1200&h=630&auto=format How can you test your code when you don’t know what’s in it? Ryan hosts SmartBear’s VP of AI and Architecture Fitz Nowlan to explore how we’re moving away from old assumptions about software development, the challenges of testing MCP servers as LLM-driven agent https://prismix.dev/news/bb54c1f9af76 2026-05-13 monthly 0.7 https://prismix.dev/news/a59b5ef0df08 2026-05-13 monthly 0.7 https://prismix.dev/news/98c6dab19849 2026-05-13 monthly 0.7 https://huggingface.co/blog/assets/trl-v1/thumbnail.png TRL v1.0: Post-Training Library Built to Move with the Field Back to Articles TRL v1.0: Post-Training Library Built to Move with the Field Published March 31, 2026 Update on GitHub Upvote 51 Quentin Gallouédec qgallouedec Steven Liu stevhliu Pedro Cuenca pcuenq https://prismix.dev/news/663d936b3a0b 2026-05-13 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202603/MIT-DefectNet-01-press.jpg?itok=JYWOjuxK MIT researchers use AI to uncover atomic defects in materials A new model measures defects that can be leveraged to improve materials’ mechanical strength, heat transfer, and energy-conversion efficiency. https://prismix.dev/news/18717cab32fd 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/3b988ad2a956 2026-05-13 monthly 0.7 https://prismix.dev/news/d5a2a8f194f5 2026-05-13 monthly 0.7 https://prismix.dev/news/c720bf728da9 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/2f787c30c5e6 2026-05-13 monthly 0.7 https://prismix.dev/news/de3c4dcbfdda 2026-05-13 monthly 0.7 https://prismix.dev/news/b8f1168aee11 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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. 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This makes performance per watt—the rate at which power is... https://prismix.dev/news/263c2043f1c3 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/be254cddb327 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/b8bd07f832f9 2026-05-13 monthly 0.7 https://prismix.dev/news/b9dba8587235 2026-05-13 monthly 0.7 https://prismix.dev/news/154ba4a2d009 2026-05-13 monthly 0.7 https://prismix.dev/news/ada482c21e1c 2026-05-13 monthly 0.7 https://prismix.dev/news/dd96817d7daf 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/a69433aa941c 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/27e1a3c9ed7f 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/ccbb3b4aded6 2026-05-13 monthly 0.7 https://prismix.dev/news/b5b5ec178d9d 2026-05-13 monthly 0.7 https://prismix.dev/news/c5d99da652fc 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/668d950a2063 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/04053fca08ad 2026-05-13 monthly 0.7 https://prismix.dev/news/b24e665b04a9 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/b119c2eb995a 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/df066458993a 2026-05-13 monthly 0.7 https://prismix.dev/news/9b6496c481ab 2026-05-13 monthly 0.7 https://prismix.dev/news/7610a609856a 2026-05-13 monthly 0.7 https://prismix.dev/news/cebc025e893a 2026-05-13 monthly 0.7 https://prismix.dev/news/c0a1c8593727 2026-05-13 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 2026-05-13 monthly 0.7 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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 2026-05-13 monthly 0.7 https://prismix.dev/news/5c829579da64 2026-05-13 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 2026-05-13 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 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These agents must often manage long-running tasks that use multiple communication channels and... https://prismix.dev/news/9df0232433bc 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/d898835542a8 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/25d4c9706f53 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/cc2fed7ba1be 2026-05-13 monthly 0.7 https://prismix.dev/news/d03e8858e0fe 2026-05-13 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 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!8MN9!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F40c91044-d27d-4903-972d-0f1a9bbed2e5_1200x675.png ThursdAI - Mar 5 - OpenAI's GPT-5.4 Solves a 20-Year Math Problem, Anthropic Gets Designated a Supply Chain Risk, Qwen Drama Unfolds From Weights & Biases, we were hoping for a chill "Anthropic vs Gov" week, but then OpenAI dropped GPT 5.4 in the middle of our live stream + Qwen models and corpo drama, Stepfun 3.5 and wolfbench.ai https://prismix.dev/news/e7e67a5dbf66 2026-05-13 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/CUDA-Tile-Flash-Attention-768x431.png Tuning Flash Attention for Peak Performance in NVIDIA CUDA Tile In this post, we dive into one of the most critical workloads in modern AI: Flash Attention, where you’ll learn: How to implement Flash Attention using NVIDIA... https://prismix.dev/news/2b04a3f09d14 2026-05-13 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/Floating-Point-CUB.webp Controlling Floating-Point Determinism in NVIDIA CCCL A computation is considered deterministic if multiple runs with the same input data produce the same bitwise result. While this may seem like a simple property... https://prismix.dev/news/b0e77e1b4e58 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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**, **$1.50/M output**, **1432 Elo on LMA https://prismix.dev/news/90c885eacc44 2026-05-13 monthly 0.7 https://images.zed.dev/blog/hidden-gems-part-3/thumbnail.webp Hidden Gems: Part 3 Favorite workflows and hidden features from the Zed team and community. https://prismix.dev/news/d8b2c806a7b9 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 ($50B)**. Ke https://prismix.dev/news/21c780bcf1f7 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!oyTU!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2cad176-f718-4046-8486-161c1111435e_2680x1366.png Open models in perpetual catch-up The open-closed gap, distillation, innovation timescales, how open models win, specialized models, what’s missing, etc. https://prismix.dev/news/947ffe344008 2026-05-13 monthly 0.7 https://news.smol.ai/api/og?title=Claude+Sonnet+4.6%3A+clean+upgrade+of+4.5%2C+mostly+better+with+some+caveats&description=**Anthropic**+launched+**Claude+Sonnet+4.6**%2C+an+upgrade+over+Sonnet+4.5%2C+featuring+broad+improvements+in+**coding%2C+long-context+reasoning%2C+agent+planning%2C+knowledge+work%2C+and+design**%2C+plus+a+**1M-token+context+window+%28beta%29**.+Benchmarks+show+Sonnet+4.6+leading+on+**GDPval-AA+ELO+1633**%2C+with+significant+token+usage+increases+and+improved+output+aesthetics.+Integrations+include+**Cursor%2C+Windsurf%2C+Microsoft+Foundry%2C+and+Perplexity+Pro%2FMax**.+Early+user+feedback+noted+some+regression+issues+that+were+later+fixed.+Pricing+remains+the+same+as+Sonnet+4.5.+Tooling+enhancements+include+code+execution+for+filtering+results%2C+improving+accuracy+and+efficiency.&type=issue&issueNumber=02&date=2026-02-17T05%3A44%3A39.731Z&companies=anthropic%2Ccursor%2Cmicrosoft%2Cperplexity-ai%2Ccognition&models=claude-3-sonnet-4.6%2Cclaude-3-sonnet-4.5%2Cclaude-3-opus-4.5%2Cclaude-3-opus-4.6 Claude Sonnet 4.6: clean upgrade of 4.5, mostly better with some caveats **Anthropic** launched **Claude Sonnet 4.6**, an upgrade over Sonnet 4.5, featuring broad improvements in **coding, long-context reasoning, agent planning, knowledge work, and design**, plus a **1M-to https://prismix.dev/news/454aed058ebc 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/ecb3166ba6ba 2026-05-13 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, $1/hour **MiniMax-M2.5** is now open source, featuring an "agent-native" reinforcement learning framework called **Forge** trained across **200k+ RL environments** for coding, tool use, and workflows. It boas https://prismix.dev/news/972e405de228 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/a654ad0d3232 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/9f181e73c557 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 OpenAI Codex App: death of the VSCode fork, multitasking worktrees, Skills Automations **OpenAI** launched the **Codex app** on macOS as a dedicated agent-native command center for coding, featuring **multiple agents in parallel**, **built-in worktrees** for conflict isolation, **skills https://prismix.dev/news/df64dcbc2ef4 2026-05-13 monthly 0.7 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 **$8/month** with ads testing in the US free tier, emphasizing that ads will not influence responses and will be clearly labeled. The update includes me https://prismix.dev/news/de4b966d0fbf 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 **$230 billion** with investors like **Nvidia**, **Cisco Investments**, and others. The https://prismix.dev/news/83fb5439cd58 2026-05-13 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/63b738acbd2d1535227daa4c/7B01Lxy_IS-2FaPGUKJiA.png NVIDIA Cosmos Reason 2 Brings Advanced Reasoning To Physical AI Back to Articles NVIDIA Cosmos Reason 2 Brings Advanced Reasoning To Physical AI Enterprise + Article Published January 5, 2026 Upvote 64 Tsung-Yi Lin tsungyi nvidia Debraj Sinha debrajsinha nvidia NV https://prismix.dev/news/33549f71f0dc 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!hw1f!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbd0a3b2c-acf4-4d05-ba5f-5535a9a1ba40_2752x1536.jpeg ThursdAI - Jan 1 2026 - Will Brown Interview + Nvidia buys Groq, Meta buys Manus, Qwen Image 2412 & Alex New Year greetings From Weights & Biases, Last episode of last year, first episode of this new one, Groq and Manus are picked up last second, Qwen releases a new image & interview with Will Brown from Prime Intellect https://prismix.dev/news/cf03474449ab 2026-05-13 monthly 0.7 https://prismix.dev/news/339daa4d2cca 2026-05-13 monthly 0.7 https://prismix.dev/news/90fe0bdbdeb9 2026-05-13 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/dfad3fc4-b195-4e7e-a6a7-7701b59ed57b_1394x918.png The State Of LLMs 2025: Progress, Problems, and Predictions A 2025 review of large language models, from DeepSeek R1 and RLVR to inference-time scaling, benchmarks, architectures, and predictions for 2026. https://prismix.dev/news/826c2d2a2f7c 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 monthly 0.7 https://prismix.dev/news/4f6adb690a0c 2026-05-13 monthly 0.7 https://prismix.dev/news/5a845e3a897f 2026-05-13 monthly 0.7 https://prismix.dev/news/cde0812f1db7 2026-05-13 monthly 0.7 https://prismix.dev/news/715b01f688c5 2026-05-13 monthly 0.7 https://prismix.dev/news/91844ce984ce 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/132db53130ed 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!3yYS!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258.png Import AI 438: Silent sirens, flashing for us all You are your LLM history https://prismix.dev/news/f66429fa04e3 2026-05-13 monthly 0.7 https://prismix.dev/news/4ddcd440e5f0 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/3796ad08bcbd 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 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https://prismix.dev/news/471dd2152325 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://prismix.dev/news/b9d0197c0e6f 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!0oc8!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffbe42bc3-4c1b-40db-9247-a50466387ded_1376x864.png Real AI Agents and Real Work The race between human-centered work and infinite PowerPoints https://prismix.dev/news/4de0bf3f95d1 2026-05-13 monthly 0.7 https://images.zed.dev/blog/pricing-change-llm-usage-is-now-token-based/tbb.webp Zed's Pricing Has Changed: LLM Usage Is Now Token-Based We're moving Zed AI from prompt-based limits to token-based pricing. https://prismix.dev/news/de98410c2258 2026-05-13 monthly 0.7 https://images.zed.dev/blog/agentic-engineering/manuel.webp Vibe Coding in Practice Manuel Odendahl demonstrates 'vibe coding' - using AI models in parallel without scrutinizing output code. https://prismix.dev/news/8a1a94de0c32 2026-05-13 monthly 0.7 https://zed.dev/img/post/hired-through-github-part-1/thumbnail.webp Hired Through GitHub: Part 1 Stories from the open source contributors who became core team members. https://prismix.dev/news/9c3653398eaf 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/semantic-ids-og.jpg Training an LLM-RecSys Hybrid for Steerable Recs with Semantic IDs An LLM that can converse in English & item IDs, and make recommendations w/o retrieval or tools. https://prismix.dev/news/623e4f070b3d 2026-05-13 monthly 0.7 https://zed.dev/img/post/auto-update/thumbnail.webp Auto Update Post-Mortem How we broke auto-update in production and how we're addressing it. https://prismix.dev/news/29765f628d4b 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 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. Their opposing perspectives reveal surprising common ground. https://prismix.dev/news/5fa8ed454b13 2026-05-13 monthly 0.7 https://avatars.githubusercontent.com/u/69695708?s=60&v=4 Aider v0.86.0 Added support for all GPT-5 models. Added support for Grok-4 via xai/grok-4 and openrouter/x-ai/grok-4 model names. 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We are about to find out. https://prismix.dev/news/29a6a25c1cb7 2026-05-13 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 2026-05-13 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 2026-05-13 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 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!cRyQ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4e920533-c926-461b-95bb-c7446f3df382_1289x619.png LLM Research Papers: The 2025 List (January to June) A topic-organized collection of 200+ LLM research papers from 2025 https://prismix.dev/news/f419e057985e 2026-05-13 monthly 0.7 https://images.zed.dev/blog/agentic-engineering/alberto.webp Why I'm Dialing Back My LLM Usage Alberto Fortin shares his honest reflection on the reality of using LLMs in production code and why he's taking a more measured approach. https://prismix.dev/news/efd946134606 2026-05-13 monthly 0.7 https://images.zed.dev/blog/agentic-engineering/kent.webp Leveling Up Agents with MCPs Kent Dodds provides a thorough overview of MCP (Model Context Protocol) and how it is changing the way we interact with software. https://prismix.dev/news/b07e03a111ca 2026-05-13 monthly 0.7 https://lh3.googleusercontent.com/yLg7d2oeaNPTxb9kKu5m6bM6lA7PAjnlJ2bmPMrtQSr2GGICGH_P9sV_z4k92yvmvrlvOnKfuKWzqO5X8-w5djihD8OSwuHWeexKShGmxmTpy6fr8w=w1440-h810-n-nu AlphaGenome: AI for better understanding the genome Introducing a new, unifying DNA sequence model that advances regulatory variant-effect prediction and promises to shed new light on genome function — now available via API. https://prismix.dev/news/ed9684c19c61 2026-05-13 monthly 0.7 https://lh3.googleusercontent.com/QcAsjkd2nCV8d3z0VDGUn1E5S-T0WI7hu6203cwKHB0CGOyN2RMJLkMIHrs6CGgSWYeO122HwJ2KzUkkBYluZykvLUuLmSCluFs2Y4pWdufwlcmRrrk=w1440-h810-n-nu Gemini Robotics On-Device brings AI to local robotic devices We’re introducing an efficient, on-device robotics model with general-purpose dexterity and fast task adaptation. https://prismix.dev/news/dcdb56243d70 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-13 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 2026-05-13 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 2026-05-13 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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Plus, many readers have told me they had a lot of fun doing it. https://prismix.dev/news/dc47dcb358a9 2026-05-13 monthly 0.7 https://zed.dev/img/agentic/blog-cover.webp Zed: The Fastest AI Code Editor Zed is now the world's fastest AI code editor. What's more, Zed's new AI features are also open-source, just like the whole editor. https://prismix.dev/news/7668c1f044f1 2026-05-13 monthly 0.7 https://storage.googleapis.com/gweb-developer-goog-blog-assets/images/gemini_2-5_pro_claybrook__dev_her.2e16d0ba.fill-1200x600.jpg Gemini 2.5 Pro Preview: even better coding performance We’ve seen developers doing amazing things with Gemini 2.5 Pro, so we decided to release an updated version a couple of weeks early to get into developers hands sooner. https://prismix.dev/news/b865f84315bb 2026-05-13 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/gemini25prohero.width-1300.png Build rich, interactive web apps with an updated Gemini 2.5 Pro Our updated version of Gemini 2.5 Pro Preview has improved capabilities for coding. https://prismix.dev/news/db5a36c47d72 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/news-agents-og2.jpg Building News Agents for Daily News Recaps with MCP, Q, and tmux Learning to automate simple agentic workflows with Amazon Q CLI, Anthropic MCP, and tmux. https://prismix.dev/news/e552a0cb5947 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F84268ddd-564a-4c35-969c-adefd6a1fea7_1536x1024.png Personality and Persuasion Learning from Sycophants https://prismix.dev/news/ebb155c1ad2c 2026-05-13 monthly 0.7 cot-wei22.png Why We Think Special thanks to John Schulman for a lot of super valuable feedback and direct edits on this post. Test time compute ( Graves et al. 2016 , Ling, et al. 2017 , Cobbe et al. 2021 ) and Chain-of-though https://prismix.dev/news/9e4832b3ab42 2026-05-13 monthly 0.7 https://lh3.googleusercontent.com/fw2av16YEotRgMf2189LV9ZsNZatoSvz2FpMRKPvYcnRosUASWoQg2i0JuX1zL4wheD_6Wuggefp3ctvj_lQXrLL4NqoUiHzi24MWMUIZDgqcgNC-Q=w528-h297-n-nu-rw-lo Music AI Sandbox, now with new features and broader access Helping music professionals explore the potential of generative AI https://prismix.dev/news/239d6e18f6da 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/eval-method.jpg An LLM-as-Judge Won't Save The Product—Fixing Your Process Will Applying the scientific method, building via eval-driven development, and monitoring AI output. https://prismix.dev/news/cc2c347dff13 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9c02ecf0-cb1d-4f62-a160-6d07636b99fd_1600x1384.png The State of Reinforcement Learning for LLM Reasoning Understanding GRPO and New Insights from Reasoning Model Papers https://prismix.dev/news/b82cdf5bbbdb 2026-05-13 monthly 0.7 https://prismix.dev/news/12881214997a 2026-05-13 monthly 0.7 https://storage.googleapis.com/gweb-developer-goog-blog-assets/images/Gemini-2-5-Flash-ai.dev.2e16d0ba.fill-1200x600.png Introducing Gemini 2.5 Flash Gemini 2.5 Flash is our first fully hybrid reasoning model, giving developers the ability to turn thinking on or off. https://prismix.dev/news/fca84980a4a6 2026-05-13 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/GenerateVideos_Static1_1920x1080.width-1300.png Generate videos in Gemini and Whisk with Veo 2 Transform text-based prompts into high-resolution eight-second videos in Gemini Advanced and use Whisk Animate to turn images into eight-second animated clips. https://prismix.dev/news/4b4cbf56bf66 2026-05-13 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/DolphinGemma_SocialExplainers_16x9_DolphinGem.width-1300.png DolphinGemma: How Google AI is helping decode dolphin communication DolphinGemma, a large language model developed by Google, is helping scientists study how dolphins communicate — and hopefully find out what they're saying, too. https://prismix.dev/news/b67125a67cce 2026-05-13 monthly 0.7 https://lh3.googleusercontent.com/mlWZhV44dbxNpspLlZlWJyBZQMD9IMjVZwpsSTRCaS2gxz844iJohHkZd0lMt2arwtcBz1i4S-8kbUWCGU6DI4ixJg_A7i7LkTSySBrBSKg0IgIm=w1440-h810-n-nu Taking a responsible path to AGI We’re exploring the frontiers of AGI, prioritizing technical safety, proactive risk assessment, and collaboration with the AI community. https://prismix.dev/news/2b68e253adeb 2026-05-13 monthly 0.7 https://lh3.googleusercontent.com/wRTR5aHsz-wXnnEDgL6A74tHK6HW0osYjQvQg4VvMo8XLUsWkcoHDDBRBtappV-IQCGrO8Qp4Ki0n0jFCZ3uPbTDw5HJY0utnKUcJ8WRXz9J2U8rDwE=w1440-h810-n-nu Evaluating potential cybersecurity threats of advanced AI Our framework enables cybersecurity experts to identify which defenses are necessary—and how to prioritize them https://prismix.dev/news/757811d88443 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/writing-faq.jpg Frequently Asked Questions about My Writing Process How I started, why I write, who I write for, how I write, and more. https://prismix.dev/news/74748c75978b 2026-05-13 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/01d8ee9a-933b-4e66-8ad8-28056a0fdd73_1628x1076.png First Look at Reasoning From Scratch: Chapter 1 Welcome to the next stage of large language models (LLMs): reasoning. LLMs have transformed how we process and generate text, but their success has been largely driven by statistical pattern recogniti https://prismix.dev/news/81e67a451f7b 2026-05-13 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/2.5_keyword_social_share_text.width-1300.png Gemini 2.5: Our most intelligent AI model Gemini 2.5 is our most intelligent AI model, now with thinking built in. https://prismix.dev/news/00eacefe5a5f 2026-05-13 monthly 0.7 https://zed.dev/img/edit-prediction/subtle-mode-blog-post-cover.webp Out-of-your-face AI Making Zed's edit predictions appear only when holding a modifier key, instead of as you type. https://prismix.dev/news/d84f3cf0e161 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/nvidia-gtc-og.jpg NVIDIA GTC 2025 - Building LLM-Powered Applications Chip Huyen and I share what we've learned, best practices, and insights at NVIDIA GTC 2025. https://prismix.dev/news/eb7f598bd237 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!A_Oy!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3177e12-432e-4e41-814f-6febf7a35f68_1360x972.png A Visual Guide to LLM Agents Exploring the main components of Single- and Multi-Agents https://prismix.dev/news/e20f4dc6dd02 2026-05-13 monthly 0.7 https://prismix.dev/news/4e8405c60e53 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/recsys-llm-calrec.jpg Improving Recommendation Systems & Search in the Age of LLMs Model architectures, data generation, training paradigms, and unified frameworks inspired by LLMs. https://prismix.dev/news/d0f5ca5d8a30 2026-05-13 monthly 0.7 https://lh3.googleusercontent.com/I7a1f6DPm4Qs4JuiieahA4ki0Dc5IQDU8PxfsMRy3UCf3HF7Td_zZfXg35_M-Td1EELJUY2dJLEkdyjt7IVah658uuqvwAQFtarOukXs44MHGMiSd64=w1440-h810-n-nu Gemini Robotics brings AI into the physical world Introducing Gemini Robotics and Gemini Robotics-ER, AI models designed for robots to understand, act and react to the physical world. https://prismix.dev/news/2d229fda3553 2026-05-13 monthly 0.7 https://storage.googleapis.com/gweb-developer-goog-blog-assets/images/gemini-image-generation_1.2e16d0ba.fill-1200x600.png Experiment with Gemini 2.0 Flash native image generation Native image output is available in Gemini 2.0 Flash for developers to experiment with in Google AI Studio and the Gemini API. https://prismix.dev/news/dd6c18f1f1bf 2026-05-13 monthly 0.7 https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Gemma3_KeywordBlog_RD3_V01b_SocialShare.width-1300.png Introducing Gemma 3 The most capable model you can run on a single GPU or TPU. https://prismix.dev/news/3460eb34202d 2026-05-13 monthly 0.7 https://zed.dev/img/git/blog.webp Native Git support in Zed You can now stage, commit, pull, push, and more, all natively within Zed. https://prismix.dev/news/d47fff98db17 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!IOSP!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faf9e2677-652a-4af1-9f57-dc0c253d2198_1448x1260.png The State of LLM Reasoning Model Inference Inference-Time Compute Scaling Methods to Improve Reasoning Models https://prismix.dev/news/f360ad3191d2 2026-05-13 monthly 0.7 https://storage.googleapis.com/gweb-developer-goog-blog-assets/images/Flash_Family_meta.2e16d0ba.fill-1200x600.png Start building with Gemini 2.0 Flash and Flash-Lite Gemini 2.0 Flash-Lite is now generally available in the Gemini API for production use in Google AI Studio and for enterprise customers on Vertex AI https://prismix.dev/news/6c0a52139238 2026-05-13 monthly 0.7 https://zed.dev/img/post/edit-prediction/blog-cover.webp Zed now predicts your next edit with Zeta, our new open model A tool that predicts your next move. Powered by Zeta, our new open-source, open-data language model. https://prismix.dev/news/3f2a9e705d9a 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!QwUc!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6ebc5c9-461f-4d3a-889b-b8ea4e14e5ba_1600x830.png Understanding Reasoning LLMs Methods and Strategies for Building and Refining Reasoning Models https://prismix.dev/news/590141af96df 2026-05-13 monthly 0.7 https://zed.dev/img/post/icon-themes/feature-image.jpg Add some color to your life, with icon themes You can now use icon themes to change the way folder and file icons look in Zed https://prismix.dev/news/1abbac902877 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!Gvlc!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F10912af1-1648-44e2-9cfc-af1c5b2a5aa8_1020x729.png A Visual Guide to Reasoning LLMs Exploring Test-Time Compute Techniques and DeepSeek-R1 https://prismix.dev/news/15a1d6b68e9e 2026-05-13 monthly 0.7 https://zed.dev/img/post/deepseek-r1/deepseek-hero.jpg How is DeepSeek-R1 for Coding? Try it right now! How to try DeepSeek-R1 for coding via the Zed code editor's out-the-box support. https://prismix.dev/news/b3f7458c5995 2026-05-13 monthly 0.7 https://zed.dev/img/post/vim-roadmap-2025/vim-roadmap-2025.jpg Vim Roadmap 2025 What's next for Vim mode in Zed? https://prismix.dev/news/76538638f162 2026-05-13 monthly 0.7 /assets/pics/aie-pitfalls/ai-judge.png Common pitfalls when building generative AI applications As we’re still in the early days of building applications with foundation models, it’s normal to make mistakes. This is a quick note with examples of some of the most common pitfalls that I’ve seen, b https://prismix.dev/news/ea81c89111fe 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/aireadingclub.jpg Building AI Reading Club: Features & Behind the Scenes Exploring how an AI-powered reading experience could look like. https://prismix.dev/news/bfaa013c39d0 2026-05-13 monthly 0.7 /assets/pics/agents/1-swe-agent.png Agents Intelligent agents are considered by many to be the ultimate goal of AI. The classic book by Stuart Russell and Peter Norvig, Artificial Intelligence: A Modern Approach (Prentice Hall, 1995), defines https://prismix.dev/news/8e1994d732f3 2026-05-13 monthly 0.7 https://camo.githubusercontent.com/6312d511a6a36b71279a6490ddf404fb03bba22e9212b22e338dbf006d18312a/68747470733a2f2f6172632d62656e63686d61726b2e73332e616d617a6f6e6177732e636f6d2f666967732f6172635f746573745f73706163652e706e67 Beating ARC the hard way ARC is benchmark developed to test out of distribution reasoning and common sense in general solvers. It is specifically designed to be: Easily solvable by most humans Not amenable to any kind of brut https://prismix.dev/news/6ba16a4851d9 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/2024-review.jpg 2024 Year in Review A peaceful year of steady progress on my craft and health. https://prismix.dev/news/72dbdd4f5390 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/paradox.jpg Seemingly Paradoxical Rules of Writing With regard to writing, there are many rules and also no rules at all. https://prismix.dev/news/570615e019d1 2026-05-13 monthly 0.7 https://lilianweng.github.io/posts/2024-11-28-reward-hacking/SEAL-feature-imprint.png Reward Hacking in Reinforcement Learning Reward hacking occurs when a reinforcement learning (RL) agent exploits flaws or ambiguities in the reward function to achieve high rewards, without genuinely learning or completing the intended task. https://prismix.dev/news/58bd1ef3cda9 2026-05-13 monthly 0.7 https://zed.dev/img/post/mcp/mcp-thumbnail.jpg The Context Outside the Code How you can quickly add external context to language model conversations with Zed extensions built using the new Model Context Protocol. https://prismix.dev/news/63e844684beb 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/paper-club-v2.jpg How to Run a Weekly Paper Club (and Build a Learning Community) Benefits of running a weekly paper club, how to start one, and how to read and facilitate papers. https://prismix.dev/news/304df15741a6 2026-05-13 monthly 0.7 https://zed.dev/img/post/zed-decoded-rope-optimizations-part-1/thumbnail.jpg Rope Optimizations, Part 1 In this episode of Zed Decoded, Thorsten and Antonio walk through the performance optimizations Antonio when working on Zed's Rope data structure before they then pair on adding more optimizations https://prismix.dev/news/60294454cb72 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/mac.jpg My Minimal MacBook Pro Setup Guide Setting up my new MacBook Pro from scratch https://prismix.dev/news/7cd556f5affe 2026-05-13 monthly 0.7 https://zed.dev/img/post/keyboard-localization/keyboard-localization.jpg macOS Keyboard Shortcut Localization How macOS shortcuts work on different layouts. https://prismix.dev/news/04b817d93251 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/conf-lessons.png 39 Lessons on Building ML Systems, Scaling, Execution, and More ML systems, production & scaling, execution & collaboration, building for users, conference etiquette. https://prismix.dev/news/69875cba9e97 2026-05-13 monthly 0.7 https://zed.dev/img/post/remote-dev/remote-dev.png SSH Remoting is Here! Zed can now be used to edit over SSH. https://prismix.dev/news/c4d89a83c80f 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/aligneval-og-v4.jpg AlignEval: Building an App to Make Evals Easy, Fun, and Automated Look at and label your data, build and evaluate your LLM-evaluator, and optimize it against your labels. https://prismix.dev/news/5e8aadc2ce6c 2026-05-13 monthly 0.7 https://images.zed.dev/blog/zed-decoded-extensions/thumbnail.jpg Life of a Zed Extension: Rust, WIT, Wasm In this episode of Zed Decoded, Thorsten talks to Max and Marshall, who have built Zed's extension system, asking them to explain to him: what happens when I install an extension? How does it all work https://prismix.dev/news/40ce7425c273 2026-05-13 monthly 0.7 https://images.zed.dev/blog/zed-ai/zed-ai-billing-changes-cover.jpg Zed AI: Introducing Usage-Based Billing for High-Volume Users Some billing-related changes for Zed's AI offering https://prismix.dev/news/97c9be068bfb 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!o-PE!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F50a9eba8-8490-4959-8cda-f0855af65d67_1360x972.png A Visual Guide to Mixture of Experts (MoE) Demystifying the role of MoE in Large Language Models https://prismix.dev/news/7c81fd95ec9a 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/wandb.jpg Weights & Biases LLM-Evaluator Hackathon - Hackathon Judge Being a human judge at the Weights & Biases LLM-as-a-Judge Hackathon https://prismix.dev/news/fe4e3e7ef2da 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/web-frameworks.jpg Building the Same App Using Various Web Frameworks FastAPI, FastHTML, Next.js, SvelteKit, and thoughts on how coding assistants influence builders' choices. https://prismix.dev/news/ead0a0400895 2026-05-13 monthly 0.7 https://images.zed.dev/blog/zed-ai/zed-ai-cover.jpg Introducing Zed AI Powerful AI-assisted coding powered by Anthropic's Claude, now available. https://prismix.dev/news/ab57f67bf009 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/llm-eval-tree.jpg Evaluating the Effectiveness of LLM-Evaluators (aka LLM-as-Judge) Use cases, techniques, alignment, finetuning, and critiques against LLM-evaluators. https://prismix.dev/news/072d8a96eb7f 2026-05-13 monthly 0.7 /assets/pics/genai-platform/1-genai-platform.png Building A Generative AI Platform After studying how companies deploy generative AI applications, I noticed many similarities in their platforms. This post outlines the common components of a generative AI platform, what they do, and https://prismix.dev/news/abc66e852339 2026-05-13 monthly 0.7 https://zed.dev/api/og?title=Bringing%20Interactive%20Computing%20to%20Zed%3A%20Introducing%20REPL%20Support&altOgTitle=Interactive%20Computing%20in%20Zed Bringing Interactive Computing to Zed: Introducing REPL Support Run code, visualize data, and iterate right in your editor with Zed's new REPL support. https://prismix.dev/news/cfeeb7696e29 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe9d17077-d9af-4b37-9b9b-57ef9aaa1ca9_680x486.png A Visual Guide to Quantization Exploring memory-efficient techniques for LLMs https://prismix.dev/news/9af48cd2cc17 2026-05-13 monthly 0.7 https://zed.dev/img/post/zed-on-linux/zed-on-linux.png Linux when? Linux now We've stabilized our Linux build, download it today! https://prismix.dev/news/d342305e6881 2026-05-13 monthly 0.7 knowledge-categorization.png Extrinsic Hallucinations in LLMs Hallucination in large language models usually refers to the model generating unfaithful, fabricated, inconsistent, or nonsensical content. As a term, hallucination has been somewhat generalized to ca https://prismix.dev/news/c85ea87ba4cb 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/whiteboard.jpg How to Interview and Hire ML/AI Engineers What to interview for, how to structure the phone screen, interview loop, and debrief, and a few tips. https://prismix.dev/news/01a70665053e 2026-05-13 monthly 0.7 https://zed.dev/img/post/zed-decoded-text-coordinate-systems/thumbnail.jpg Text Coordinate Systems In this episode of Zed Decoded, Thorsten talks Nathan and Antonio about the text coordinate systems in Zed's codebase, from rows and columns to offsets to display points to anchors. https://prismix.dev/news/6874dcd47eb9 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/aie-world-fair-og.jpg AI Engineer 2024 Keynote - What We Learned from a Year of LLMs Special double-feature closing keynote from the 6 authors of the hit O'Reilly article on Applied LLMs. https://prismix.dev/news/abcf6c8b342c 2026-05-13 monthly 0.7 https://zed.dev/img/post/zed-decoded-vim/thumbnail.jpg Why not just embed Neovim? In this episode of Zed Decoded, Thorsten talks Conrad about Zed's Vim mode and asks him: why not just embed Neovim? https://prismix.dev/news/17658f2c43b9 2026-05-13 monthly 0.7 https://s.w.org/images/core/emoji/13.1.0/72x72/1f642.png General Intelligence (2024) Folks in the field of AI like to make predictions for AGI. I have thoughts, and I’ve always wanted to write them down. Let’s do that. Since this isn’t something I’ve touched on in the past https://prismix.dev/news/4e6f02b9f3a8 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/netflix.jpg Netflix PRS 2024 - Applying LLMs to Recommendation Experiences Challenges and lessons from deploying LLM experiences: evals, scalability, guardrails. https://prismix.dev/news/d9aeacbd2ba0 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/prompting.jpg Prompting Fundamentals and How to Apply them Effectively Structured input/output, prefilling, n-shots prompting, chain-of-thought, reducing hallucinations, etc. https://prismix.dev/news/50931d036ab4 2026-05-13 monthly 0.7 https://images.zed.dev/blog/zed-decoded-tasks/thumbnail.jpg Syntax-Aware Task Spawning With Tree-Sitter In this episode of Zed Decoded, Thorsten talks to Piotr and Kirill, who have spent the last few months building Tasks, a collection of features in Zed that allow you to execute code. https://prismix.dev/news/558eda232964 2026-05-13 monthly 0.7 https://prismix.dev/news/11fe472d2a63 2026-05-13 monthly 0.7 https://prismix.dev/news/6cf7252053d0 2026-05-13 monthly 0.7 https://zed.dev/img/post/zed-decoded-linux-when/thumbnail.jpg Linux when? In this episode of Zed Decoded, Thorsten talks to Mikayla, who's been leading the effort to Zed working on Linux, about the Zed's Linux version and how it's taking shape https://prismix.dev/news/54501573e82b 2026-05-13 monthly 0.7 https://zed.dev/api/og?title=Fixing%20the%20Git%20Blame%20Beachball Fixing the Git Blame Beachball Debugging a severe performance problem with our new git blame feature. https://prismix.dev/news/0ef843eceee1 2026-05-13 monthly 0.7 https://zed.dev/img/post/text-manipulation/multiple-cursors.png Text Manipulation Kung Fu for the Aspiring Black Belt Learn the basics of text manipulation in Zed via a series of guided exercises. https://prismix.dev/news/5da3895cb684 2026-05-13 monthly 0.7 https://zed.dev/api/og?title=Rope%20%26%20SumTree Rope & SumTree In this episode of Zed Decoded, Thorsten asks the founders — Nathan, Max, Antonio — about the data structures at the heart of Zed: Rope and SumTree. https://prismix.dev/news/655cdce21e63 2026-05-13 monthly 0.7 https://zed.dev/api/og?title=Extensible%20Language%20Support%20in%20Zed%20-%20Part%201 Extensible Language Support in Zed - Part 1 About two months ago, @maxdeviant and I began the project of making Zed extensible. In a code editor, extensibility can include many features that require many different capabilities, but for the firs https://prismix.dev/news/513220f5b91c 2026-05-13 monthly 0.7 /assets/pics/life_path_waitbywhy.jpeg Measuring personal growth My founder friends constantly think about growth. They think about how to measure their business growth and how to get to the next order of magnitude scale. If they’re making $1M ARR today, they think https://prismix.dev/news/001c923ae802 2026-05-13 monthly 0.7 v-param.png Diffusion Models for Video Generation Diffusion models have demonstrated strong results on image synthesis in past years. Now the research community has started working on a harder task—using it for video generation. The task itself https://prismix.dev/news/c1d7fd260a62 2026-05-13 monthly 0.7 https://zed.dev/api/og?title=Async%20Rust Async Rust In this episode of Zed Decoded, Thorsten and Antonio explore how we use async Rust in the Zed code base to ensure perfect cooperation with macOS to always maintain responsiveness and high-performance. https://prismix.dev/news/36b7e3297aac 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/man_pointing_mirror.jpg Building an AI Coach to Help Tame My Monkey Mind Building an AI coach with speech-to-text, text-to-speech, an LLM, and a virtual number. https://prismix.dev/news/3b8beca0ace7 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/llm-evals.jpg Task-Specific LLM Evals that Do & Don't Work Evals for classification, summarization, translation, copyright regurgitation, and toxicity. https://prismix.dev/news/e56af5e133e0 2026-05-13 monthly 0.7 https://zed.dev/api/og?title=Building%20a%20Text%20Editor%20in%20the%20Times%20of%20AI Building a Text Editor in the Times of AI Thorsten interviews co-founders Nathan, Max, Antonio about their path to AI, how they use it, how it's implemented in AI, what will change about it, and what that could mean for the future of programm https://prismix.dev/news/b64b022b1e71 2026-05-13 monthly 0.7 https://prismix.dev/news/223c0177e5f8 2026-05-13 monthly 0.7 /assets/pics/ai-oss/1-ai-stack.png What I learned from looking at 900 most popular open source AI tools [ Hacker News discussion , LinkedIn discussion , Twitter thread ] Update (Feb 2026) : The full list of open source AI repos is hosted at Good AI List , updated daily. It’s balooned to 15K repos, and y https://prismix.dev/news/cc3e7d8c343e 2026-05-13 monthly 0.7 https://zed.dev/api/og?title=Between%20Editors%20and%20IDEs%2C%20Where%20Zed%20Falls Between Editors and IDEs, Where Zed Falls Thorsten interviews co-founders Nathan, Max, Antonio about the product philosophy behind Zed and how they think about text editing along multiple axes: Emacs vs. Vim, IDE vs. Editor, Batteries include https://prismix.dev/news/c09fccdeb662 2026-05-13 monthly 0.7 https://s.w.org/images/core/emoji/13.1.0/72x72/1f642.png Learned Structures From 2019-2021, I was fascinated with neural network architectures. I think a lot of researchers in the field were at the time. The transformer paper had been out for a little while and it was startin https://prismix.dev/news/7cb3555ed93e 2026-05-13 monthly 0.7 https://zed.dev/api/og?title=The%20Full%20Spectrum%20of%20Collaboration The Full Spectrum of Collaboration Thorsten interviews co-founders Nathan, Max, Antonio about their thoughts on collaboration in software teams, in general and in relation to the collaboration features that Zed offers. https://prismix.dev/news/f60e531b1c3c 2026-05-13 monthly 0.7 /assets/pics/predictive-preference/1-cluster.png Predictive Human Preference: From Model Ranking to Model Routing A challenge of building AI applications is choosing which model to use. What if we don’t have to? What if we can predict the best model for any prompt? Predictive human preference aims to predict whic https://prismix.dev/news/dc317e1c5efd 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/unit-testing-ml.png Don't Mock Machine Learning Models In Unit Tests How unit testing machine learning code differs from typical software practices https://prismix.dev/news/d05ebf70800a 2026-05-13 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/89fbbc95-d92f-49f4-833b-cfa37b3f0644_1148x892.png A Visual Guide to Mamba and State Space Models An Alternative to Transformers for Language Modeling https://prismix.dev/news/787297d32956 2026-05-13 monthly 0.7 https://zed.dev/img/post/we-have-to-start-over/screenshot.jpg We Have to Start Over: From Atom to Zed Thorsten interviews co-founders Nathan, Max, Antonio about the vision and the technological choices behind Zed, how they went from Atom and Electron to Rust and GPUs with Zed. https://prismix.dev/news/e7a22c14c74f 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/synthetic.jpg How to Generate and Use Synthetic Data for Finetuning Overcoming the bottleneck of human annotations in instruction-tuning, preference-tuning, and pretraining. https://prismix.dev/news/cc60086aa528 2026-05-13 monthly 0.7 https://zed.dev/api/og?title=Optimizing%20the%20Metal%20pipeline%20to%20maintain%20120%20FPS%20in%20GPUI Optimizing the Metal pipeline to maintain 120 FPS in GPUI Zed feels smoother than ever with today's release of 0.121, thanks to a series of optimizations that began on the kitchen table of popular streamer Theo Browne . In an excellent video following o https://prismix.dev/news/fe9d3bc7a1c8 2026-05-13 monthly 0.7 overview.png Thinking about High-Quality Human Data [Special thank you to Ian Kivlichan for many useful pointers (E.g. the 100+ year old Nature paper “Vox populi”) and nice feedback. 🙏 ] High-quality data is the fuel for modern data deep l https://prismix.dev/news/8587cbfab068 2026-05-13 monthly 0.7 https://zed.dev/api/og?title=User%20themes%20now%20in%20Preview User themes now in Preview Theme Zed just how you like it in the latest Preview release. https://prismix.dev/news/eabdbabd2cc8 2026-05-13 monthly 0.7 https://zed.dev/api/og?title=Ownership%20and%20data%20flow%20in%20GPUI Ownership and data flow in GPUI Note: This blog post was originally written for an old version of GPUI. It has been updated to reflect the current GPUI APIs, as of 12/12/25. One of the challenges we initially faced building Zed&#x27 https://prismix.dev/news/6c8452819cfb 2026-05-13 monthly 0.7 https://zed.dev/api/og?title=Zed%20is%20now%20open%20source Zed is now open source We hope you'll join us in our mission to fundamentally advance software collaboration. https://prismix.dev/news/5a7107285cbb 2026-05-13 monthly 0.7 https://zed.dev/img/post/why-the-big-rewrite/screenshot.jpg Why the big rewrite? Thorsten interviews co-founders Nathan, Max, Antonio in his first week at Zed about the rewrite from GPUI1 to GPUI2 https://prismix.dev/news/4d0fa22f1608 2026-05-13 monthly 0.7 https://zed.dev/api/og?title=AI%20Continues%20to%20Impress AI Continues to Impress A look at how Zed's AI assistant can be used to impressive effect. https://prismix.dev/news/80d4824e6151 2026-05-13 monthly 0.7 https://zed.dev/img/post/channels/screenshot.png Introducing Channels for Collaboration Channels: A virtual office for software teams! https://prismix.dev/news/61e285c7b20f 2026-05-13 monthly 0.7 /assets/pics/sampling/1-sampling-tokens.png Generation configurations: temperature, top-k, top-p, and test time compute ML models are probabilistic. Imagine that you want to know what’s the best cuisine in the world. If you ask someone this question twice, a minute apart, their answers both times should be the same. If https://prismix.dev/news/e28ae060c179 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/papers.jpg Language Modeling Reading List (to Start Your Paper Club) Some fundamental papers and a one-sentence summary for each; start your own paper club! https://prismix.dev/news/793a7b552357 2026-05-13 monthly 0.7 https://prismix.dev/news/028e9ad0cfd2 2026-05-13 monthly 0.7 https://images.zed.dev/blog/gpui-preview/gpui2-preview-cover-3.png GPUI 2 is now in production Starting down the home stretch to open source, we've upgraded Zed to a new version our UI framework. Give it a spin on preview! https://prismix.dev/news/52e9ae215de2 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/2023-review.jpg 2023 Year in Review An expanded charter, lots of writing and speaking, and finally learning to snowboard. https://prismix.dev/news/62f1cb514856 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/push.jpg Push Notifications: What to Push, What Not to Push, and How Often Sending helpful & engaging pushes, filtering annoying pushes, and finding the frequency sweet spot. https://prismix.dev/news/7277b249236a 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!nSn-!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9bb445d6-9f58-4f9c-bd5a-032875dc479a_2100x2757.jpeg Book Update #2 - Hands-On Large Language Models A Christmas update filled with visuals! https://prismix.dev/news/2d4758daabb9 2026-05-13 monthly 0.7 https://images.zed.dev/blog/zed-weekly-029/zed_2_today.png Zed Weekly: #29 Performance improvements to GPUI 2, updates on the theme importer, and a visual progress report of Zed2 https://prismix.dev/news/4a57cdff01bf 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!ORPm!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3f6c0af-a52d-4abf-b859-20b6c14f32ee_7280x4096.png BERTopic: What Is So Special About v0.16? Exploring Zero-Shot Topic Modeling, Model Merging, and LLMs https://prismix.dev/news/5ab58a5a3380 2026-05-13 monthly 0.7 https://images.zed.dev/blog/zed-weekly-028/zed2_progress.png Zed Weekly: #28 Progress report on Zed2 https://prismix.dev/news/857bc6ac6385 2026-05-13 monthly 0.7 https://zed.dev/img/post/zed-weekly-027/ui_scale.png Zed Weekly: #27 A closer look at GPUI views, components, and elements https://prismix.dev/news/019c90dc39a9 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!rDfp!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff4b9b62b-7ced-4271-b063-3cc65863f23a_800x450.png Which Quantization Method is Right for You? (GPTQ vs. GGUF vs. AWQ) Exploring Pre-Quantized Large Language Models https://prismix.dev/news/77f23a7fc911 2026-05-13 monthly 0.7 https://images.zed.dev/blog/zed-weekly-026/zed-gpui2-port-progress.png Zed Weekly: #26 Fixing the busted JS/TS language support, building the new theme system, and continuing to port Zed to GPUI-2. https://prismix.dev/news/cab28bc2ddb8 2026-05-13 monthly 0.7 https://prismix.dev/news/374c18fa95cc 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/finetune-comparison.jpg Out-of-Domain Finetuning to Bootstrap Hallucination Detection How to use open-source, permissive-use data and collect less labeled samples for our tasks. https://prismix.dev/news/2ccd6e0f60b0 2026-05-13 monthly 0.7 https://zed.dev/img/post/zed-weekly-025/gpui2-preview.png Zed Weekly: #25 A closer look at GPUI 2, and thoughts on shredding code. https://prismix.dev/news/3092873dd678 2026-05-13 monthly 0.7 threats-overview.png Adversarial Attacks on LLMs The use of large language models in the real world has strongly accelerated by the launch of ChatGPT. We (including my team at OpenAI, shoutout to them) have invested a lot of effort to build default https://prismix.dev/news/335d3f123a07 2026-05-13 monthly 0.7 https://zed.dev/api/og?title=Zed%20Weekly%3A%20%2324 Zed Weekly: #24 Guest roles for calls, Tailwind CSS completions available in more languages, and inline assist updates. https://prismix.dev/news/3df2436d1c09 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/ai-lego.jpg Reflections on AI Engineer Summit 2023 The biggest deployment challenges, backward compatibility, multi-modality, and SF work ethic. https://prismix.dev/news/6be7cee4aef6 2026-05-13 monthly 0.7 https://zed.dev/api/og?title=Zed%20Weekly%3A%20%2323 Zed Weekly: #23 Vue, prettier, autocommpletion docs, and more! https://prismix.dev/news/5d4bcc225ee9 2026-05-13 monthly 0.7 /assets/pics/multimodal/26-healthcare.png Multimodality and Large Multimodal Models (LMMs) For a long time, each ML model operated in one data mode – text (translation, language modeling), image (object detection, image classification), or audio (speech recognition). However, natural intell https://prismix.dev/news/4c6291ad3526 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/ai-eng-summit.jpg AI Engineer 2023 Keynote - Building Blocks for LLM Systems Evals, retrieval-augmented generation, guardrails, and collecting feedback; all that good stuff. https://prismix.dev/news/3e4929672743 2026-05-13 monthly 0.7 https://zed.dev/api/og?title=Zed%20Weekly%3A%20%2322 Zed Weekly: #22 Performance monitoring, Vue.js support, docs in the autocomplete menu, fixing bugs in following, and channel status indicators https://prismix.dev/news/a6e67ea772b1 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!QNK-!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2e176d96-f8aa-4c7d-ab99-674b921260fd_1820x1024.png Introducing KeyLLM — Keyword Extraction with LLMs Use KeyLLM, KeyBERT, and Mistral 7B to extract keywords from your data https://prismix.dev/news/189f419c0c5a 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!Cojd!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F794c9636-0496-4e75-935e-17f80bec0d96_7280x4096.png 3 Ways To Improve Your Large Language Model Enhancing the power of Llama 2 https://prismix.dev/news/e89eab85038b 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/summarization.jpg Evaluation & Hallucination Detection for Abstractive Summaries Reference, context, and preference-based metrics, self-consistency, and catching hallucinations. https://prismix.dev/news/f61418a80b4c 2026-05-13 monthly 0.7 https://substackcdn.com/image/fetch/$s_!0QBM!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb00e5bf2-040c-41eb-bf90-1416cc32e339_720x405.png Topic Modeling with Llama 2 Create easily interpretable topics with Large Language Models https://prismix.dev/news/a3cedbe4278d 2026-05-13 monthly 0.7 /assets/pics/llm-research/2-context.png Open challenges in LLM research [ LinkedIn discussion , Twitter thread ] Never before in my life had I seen so many smart people working on the same goal: making LLMs better. After talking to many people working in both industry and https://prismix.dev/news/f96d30d4dc20 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/finding-patterns.jpg How to Match LLM Patterns to Problems Distinguishing problems with external vs. internal LLMs, and data vs non-data patterns https://prismix.dev/news/74d01e039587 2026-05-13 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/7ad531ce-6e21-49a0-9100-d0c9f061de54_5460x3072.png Decoding Auto-GPT The Mechanics of an Autonomous GPT-4 https://prismix.dev/news/b5a3c68c7b5d 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/llm-patterns-og.png Patterns for Building LLM-based Systems & Products Evals, RAG, fine-tuning, caching, guardrails, defensive UX, and collecting user feedback. https://prismix.dev/news/19472db6d6f4 2026-05-13 monthly 0.7 agent-overview.png LLM Powered Autonomous Agents Building agents with LLM (large language model) as its core controller is a cool concept. Several proof-of-concepts demos, such as AutoGPT , GPT-Engineer and BabyAGI , serve as inspiring examples. The https://prismix.dev/news/35379f46fa33 2026-05-13 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/90350dc2-efbf-4778-be59-bfa276e82119_2100x2757.jpeg Welcome! Book Update #1 https://prismix.dev/news/92281fb27259 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/copilot-og.jpg Obsidian-Copilot: An Assistant for Writing & Reflecting Writing drafts via retrieval-augmented generation. Also reflecting on the week's journal entries. https://prismix.dev/news/1aee83bb9cf1 2026-05-13 monthly 0.7 https://huyenchip.com/assets/pics/rlhf/1-chatgpt-training.png Generative AI Strategy I had a lot of fun preparing the talk: “Leadership needs us to do generative AI. What do we do?” for Fully Connected . The idea for the talk came from many conversations I’ve had recently with friends https://prismix.dev/news/2e4f7814a7eb 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/attention.jpg Some Intuition on Attention and the Transformer What's the big deal, intuition on query-key-value vectors, multiple heads, multiple layers, and more. https://prismix.dev/news/00ca0474ff33 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/open-llms-og.jpg Open-LLMs - A list of LLMs for Commercial Use It started with a question that had no clear answer, and led to eight PRs from the community. https://prismix.dev/news/aeeafe965527 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/library-v2.jpg Interacting with LLMs with Minimal Chat Should chat be the main UX for LLMs? I don't think so and believe we can do better. https://prismix.dev/news/39c672b5563e 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/design-patterns-2.jpg More Design Patterns For Machine Learning Systems 9 patterns including HITL, hard mining, reframing, cascade, data flywheel, business rules layer, and more. https://prismix.dev/news/1853917ba26f 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/raspberry-llm.jpg Raspberry-LLM - Making My Raspberry Pico a Little Smarter Generating Dr. Seuss headlines, fake WSJ quotes, HackerNews troll comments, and more. https://prismix.dev/news/903a7c1a823c 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/assistant.jpg Experimenting with LLMs to Research, Reflect, and Plan Also, shortcomings in document retrieval and how to overcome them with search & recsys techniques. https://prismix.dev/news/5bf8e6b0656b 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/biographer.jpg LLM-powered Biographies Asking LLMs to generate biographies to get a sense of how they memorize and regurgitate. https://prismix.dev/news/f9519c51d5d4 2026-05-13 monthly 0.7 SelfAsk-search.png Prompt Engineering Prompt Engineering , also known as In-Context Prompting , refers to methods for how to communicate with LLM to steer its behavior for desired outcomes without updating the model weights. It is an empi https://prismix.dev/news/53c20b91f36f 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/checkbox.jpg How to Write Data Labeling/Annotation Guidelines Writing good instructions to achieve high precision and throughput. https://prismix.dev/news/175cc95c5968 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/space-invaders.jpg Content Moderation & Fraud Detection - Patterns in Industry Collecting ground truth, data augmentation, cascading heuristics and models, and more. https://prismix.dev/news/bd37f661a655 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/scrum-for-data-science.jpg Mechanisms for Effective Technical Teams End of week debrief, weekly business review, monthly learning sessions, and quarter review. https://prismix.dev/news/99f4c9391754 2026-05-13 monthly 0.7 https://prismix.dev/news/6dc9b7608f8e 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/mechanism.jpeg Mechanisms for Effective Machine Learning Projects Pilot & copilot, literature review, methodology review, and timeboxing. https://prismix.dev/news/a602bc004f7a 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/roam-to-obsidian.jpg Goodbye Roam Research, Hello Obsidian How to migrate and sync notes & images across devices https://prismix.dev/news/c85764b55ce6 2026-05-13 monthly 0.7 distillation.png Large Transformer Model Inference Optimization [Updated on 2023-01-24: add a small section on Distillation .] Large transformer models are mainstream nowadays, creating SoTA results for a variety of tasks. They are powerful but very expensive to t https://prismix.dev/news/d97514c7dcb9 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/dependency.jpeg What To Do If Dependency Teams Can’t Help Seeking first to understand, earning trust, and preparing for away team work. https://prismix.dev/news/f292f6125293 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/2022.jpg 2022 in Review & 2023 Goals Travelled, wrote, and learned a lot, L5 -> L6, gave a keynote at RecSyS, and started a meetup. https://prismix.dev/news/ffa10f39cd63 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/typewriters.jpg Autoencoders and Diffusers: A Brief Comparison A quick overview of variational and denoising autoencoders and comparing them to diffusers. https://prismix.dev/news/29ffa43b49c1 2026-05-13 monthly 0.7 https://news.microsoft.com/source/wp-content/uploads/2022/12/A-conversation-with-Kevin-Scott-social-1024x538-1.jpg A conversation with Kevin Scott: What’s next in AI The post A conversation with Kevin Scott: What’s next in AI appeared first on The AI Blog . https://prismix.dev/news/49a95e33a565 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/robot-painting.jpg Text-to-Image: Diffusion, Text Conditioning, Guidance, Latent Space The fundamentals of text-to-image generation, relevant papers, and experimenting with DDPM. https://prismix.dev/news/ae01e3301aeb 2026-05-13 monthly 0.7 https://news.microsoft.com/source/wp-content/uploads/2022/10/How-brands-are-using-Microsoft-AI-Hero.webp From Hot Wheels to handling content: How brands are using Microsoft AI to be more productive and imaginative The post From Hot Wheels to handling content: How brands are using Microsoft AI to be more productive and imaginative appeared first on The AI Blog . https://prismix.dev/news/bd62857d142c 2026-05-13 monthly 0.7 https://news.microsoft.com/source/wp-content/uploads/2022/10/Untitled-8.jpg Microsoft open sources its ‘farm of the future’ toolkit The post Microsoft open sources its ‘farm of the future’ toolkit appeared first on The AI Blog . https://prismix.dev/news/6662f687abf6 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/seattle.jpg RecSys 2022: Recap, Favorite Papers, and Lessons My three favorite papers, 17 paper summaries, and ML and non-ML lessons. https://prismix.dev/news/1591f54c4c34 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/recsys2022-keynote-og-image.jpg RecSys 2022 Keynote - Is the Juice Worth the Squeeze? Invited keynote at the Workshop for Online Recommender Systems and User Modeling (ORSUM) https://prismix.dev/news/e7adf90ab336 2026-05-13 monthly 0.7 https://prismix.dev/news/f609bbc9d908 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/testing-pipelines.jpg Writing Robust Tests for Data & Machine Learning Pipelines Or why I should write fewer integration tests. https://prismix.dev/news/4db0b3744bf7 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/simplicity.jpg Simplicity is An Advantage but Sadly Complexity Sells Better Pushing back on the cult of complexity. https://prismix.dev/news/b61ced84ad29 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/off-the-beaten-path-alexander-milo.jpg Uncommon Uses of Python in Commonly Used Libraries Some off-the-beaten uses of Python learned from reading libraries. https://prismix.dev/news/f41399313b7a 2026-05-13 monthly 0.7 https://prismix.dev/news/eae1deeecab7 2026-05-13 monthly 0.7 https://news.microsoft.com/source/asia/wp-content/uploads/2022/07/Maui63-Hero-still.jpg AI-equipped drones study dolphins on the edge of extinction The post AI-equipped drones study dolphins on the edge of extinction appeared first on The AI Blog . https://prismix.dev/news/9a03698fd5c7 2026-05-13 monthly 0.7 https://blogs.microsoft.com/wp-content/uploads/prod/sites/3/2022/07/eedi-online-math-quiz-1080-1920x1080-1.jpg Online math tutoring service uses AI to help boost students’ skills and confidence The post Online math tutoring service uses AI to help boost students’ skills and confidence appeared first on The AI Blog . https://prismix.dev/news/36dda21ad541 2026-05-13 monthly 0.7 https://blogs.microsoft.com/wp-content/uploads/prod/sites/172/2022/06/Picture2.png AI-Mimi is building inclusive TV experiences for Deaf and Hard of Hearing user in Japan The post AI-Mimi is building inclusive TV experiences for Deaf and Hard of Hearing user in Japan appeared first on The AI Blog . https://prismix.dev/news/df8061fb2fed 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/15-5.jpg Why You Should Write Weekly 15-5s 15 minutes a week to document your work, increase visibility, and earn trust. https://prismix.dev/news/15f110f29fe7 2026-05-13 monthly 0.7 https://pub-f8c0307ce82b4885975558b04e13a858.r2.dev/sites/5/2022/06/1_Header-e1655828009665-1024x486.jpg Microsoft’s framework for building AI systems responsibly The post Microsoft’s framework for building AI systems responsibly appeared first on The AI Blog . https://prismix.dev/news/edaeb3656cb3 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/design-patterns.jpg Design Patterns in Machine Learning Code and Systems Understanding and spotting patterns to use code and components as intended. https://prismix.dev/news/4542ec16645e 2026-05-13 monthly 0.7 VisualBERT-arch.png Generalized Visual Language Models Processing images to generate text, such as image captioning and visual question-answering, has been studied for years. Traditionally such systems rely on an object detection network as a vision encod https://prismix.dev/news/f092de9e4cab 2026-05-13 monthly 0.7 https://msftstories.thesourcemediaassets.com/sites/439/2022/06/Photo-1-scaled.jpg Singapore develops Asia’s first AI-based mobile app for shark and ray fin identification to combat illegal wildlife trade The post Singapore develops Asia’s first AI-based mobile app for shark and ray fin identification to combat illegal wildlife trade appeared first on The AI Blog . https://prismix.dev/news/8a2a4480e79a 2026-05-13 monthly 0.7 https://blogs.microsoft.com/wp-content/uploads/prod/sites/172/2022/05/Screenshot-2022-05-26-160953.png The opportunity at home – can AI drive innovation in personal assistant devices and sign language? The post The opportunity at home – can AI drive innovation in personal assistant devices and sign language? appeared first on The AI Blog . https://prismix.dev/news/7d1b5a8bc0fd 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/onboarding.jpg What I Wish I Knew About Onboarding Effectively Mindset, 100-day plan, and balancing learning and taking action to earn trust. https://prismix.dev/news/7ae4c6fca701 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/bandit.jpeg Bandits for Recommender Systems Industry examples, exploration strategies, warm-starting, off-policy evaluation, and more. https://prismix.dev/news/bc26d273f726 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/position-bias.jpg How to Measure and Mitigate Position Bias Introducing randomness and/or learning from inherent randomness to mitigate position bias. https://prismix.dev/news/caf69956cb5c 2026-05-13 monthly 0.7 EDA-exp1.png Learning with not Enough Data Part 3: Data Generation Here comes the Part 3 on learning with not enough data (Previous: Part 1 and Part 2 ). Let’s consider two approaches for generating synthetic data for training. Augmented data . Given a set of existin https://prismix.dev/news/2e0b4f1c0a93 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/ips.jpg Counterfactual Evaluation for Recommendation Systems Thinking about recsys as interventional vs. observational, and inverse propensity scoring. https://prismix.dev/news/37bbd9d7b40e 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/forest.jpg Traversing High-Level Intent and Low-Level Requirements How they differ and why they work better in different situations. https://prismix.dev/news/735f41eeb83e 2026-05-13 monthly 0.7 /assets/lecun/lecun1989.png Deep Neural Nets: 33 years ago and 33 years from now The Yann LeCun et al. (1989) paper Backpropagation Applied to Handwritten Zip Code Recognition is I believe of some historical significance because it is, to my knowledge, the earliest real-world appl https://prismix.dev/news/58670c973064 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/quick-start.jpg Data Science Project Quick-Start Hard-won lessons on how to start data science projects effectively. https://prismix.dev/news/d2f5acee51aa 2026-05-13 monthly 0.7 active-learning-workflow.png Learning with not Enough Data Part 2: Active Learning This is part 2 of what to do when facing a limited amount of labeled data for supervised learning tasks. This time we will get some amount of human labeling work involved, but within a budget limit, a https://prismix.dev/news/f981b23bb6e6 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/mailbag.jpg Mailbag: How to Define a Data Team's Vision and Roadmap I'm heading into a team lead role and would like to define the vision and roadmap. https://prismix.dev/news/b21f5a5b206c 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/red-flag.jpg Red Flags to Look Out for When Joining a Data Team What to consider for in terms of data, roadmap, role, manager, tooling, etc. https://prismix.dev/news/f863f4d48896 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/keep-learning.jpg How to Keep Learning about Machine Learning Beyond getting that starting role, how does one continue growing in the field? https://prismix.dev/news/74bca82addbb 2026-05-13 monthly 0.7 PI-model.png Learning with not Enough Data Part 1: Semi-Supervised Learning When facing a limited amount of labeled data for supervised learning tasks, four approaches are commonly discussed. https://prismix.dev/news/85fb0f8d78e5 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/chat.jpg The Data Scientist Show - Building end-to-end ML systems Daliana and I had a 2hr chat on all things data science and machine learning. https://prismix.dev/news/e6c3b4bf3075 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/2021-year-in-review.jpg 2021 Year in Review Met most of my goals, adopted a puppy, and built ApplyingML.com. https://prismix.dev/news/8b448f07c67d 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/cogs.jpg Informal Mentors Grew into ApplyingML.com! More than two dozen interviews with ML Practitioners sharing their stories and advice https://prismix.dev/news/c59ceb3e5740 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/writing-in-tech.jpg 5 Lessons I Learned from Writing Online (Guest post by Susan Shu) Susan shares 5 lessons she gained from writing online in public over the past year. https://prismix.dev/news/d77d153d1580 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/writing-lessons.jpg What I Learned from Writing Online - For Fellow Non-Writers Write before you're ready, write for yourself, quantity over quality, and a few other lessons. https://prismix.dev/news/7cf0543e092d 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/recsys-2021.jpg RecSys 2021 - Papers and Talks to Chew on Simple baselines, ideas, tech stacks, and packages to try. https://prismix.dev/news/30b6e9434771 2026-05-13 monthly 0.7 pytorch-ddp.png How to Train Really Large Models on Many GPUs? [Updated on 2022-03-13: add expert choice routing .] [Updated on 2022-06-10]: Greg and I wrote a shorted and upgraded version of this post, published on OpenAI Blog: “Techniques for Training Lar https://prismix.dev/news/43065033774c 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/robot.jpg The First Rule of Machine Learning: Start without Machine Learning Why this is the first rule, some baseline heuristics, and when to move on to machine learning. https://prismix.dev/news/929f0403d24c 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/discovery-2x2.jpg MLOps Community - System Design for RecSys & Search An overview of system design, candidate retrieval, and ranking, with industry examples. https://prismix.dev/news/cbdc25c5c7a6 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/rl-recsys.jpg Reinforcement Learning for Recommendations and Search Focusing on long-term rewards, exploration, and frequently updated item. https://prismix.dev/news/534865bf79a3 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/chat.jpg Amazon Science - Eugene Yan and the Art of Writing about Science Why the Amazon applied scientist takes the time to break down his work for readers. https://prismix.dev/news/1d5f7bc4be1c 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/fruit-labels.jpg Bootstrapping Labels via ___ Supervision & Human-In-The-Loop How to generate labels from scratch with semi, active, and weakly supervised learning. https://prismix.dev/news/a9ece3b7c037 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/mailbag.jpg Mailbag: How to Bootstrap Labels for Relevant Docs in Search Building semantic search; how to calculate recall when relevant documents are unknown. https://prismix.dev/news/bfda3a25d09f 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/sf-big-analytics.png SF Big Analytics - System Design for RecSys & Search Why real-time RecSys? What does the system design look like in industry? How to build an MVP? https://prismix.dev/news/2c863d90fb16 2026-05-13 monthly 0.7 generative-overview.png What are Diffusion Models? [Updated on 2021-09-19: Highly recommend this blog post on score-based generative modeling by Yang Song (author of several key papers in the references)]. [Updated on 2022-08-27: Added classifier-free https://prismix.dev/news/12ce2456e0c6 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/influence.jpg Influencing without Authority for Data Scientists Show them the data, the Socratic method, earning trust, and more. https://prismix.dev/news/29ad3530f176 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/discovery-2x2-v2.jpg System Design for Recommendations and Search Breaking it into offline vs. online environments, and candidate retrieval vs. ranking steps. https://prismix.dev/news/79ed9cebe541 2026-05-13 monthly 0.7 https://prismix.dev/news/6b822dae31bf 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/paint.jpg Patterns for Personalization in Recommendations and Search A whirlwind tour of bandits, embedding+MLP, sequences, graph, and user embeddings. https://prismix.dev/news/f46c93768eba 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/podcast.jpg Towards Data Science - Author Spotlight with Eugene Yan My favourite project, how I write weekly and how you can start, and content I would like to see more of. https://prismix.dev/news/0322612d07df 2026-05-13 monthly 0.7 triplet-loss.png Contrastive Representation Learning The goal of contrastive representation learning is to learn such an embedding space in which similar sample pairs stay close to each other while dissimilar ones are far apart. Contrastive learning can https://prismix.dev/news/d7956d8a995d 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/boardgame.jpg The Metagame of Applying Machine Learning How to go from knowing machine learning to applying it at work to drive impact. https://prismix.dev/news/c526068e890c 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/search-query-og.jpg Search: Query Matching via Lexical, Graph, and Embedding Methods An overview and comparison of the various approaches, with examples from industry search systems. https://prismix.dev/news/454555caa9be 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/dog.jpg My Impostor Syndrome Stories (Guest Post by Susan Shu) Even high achieving individuals experience impostor syndrome; here's how Susan learned to manage it. https://prismix.dev/news/c7a8bf0ab130 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/writers-block.jpg How to Live with Chronic Imposter Syndrome More education, achievements, and awards don't shoo away imposter syndrome. Here's what might help. https://prismix.dev/news/cb0bef1daf2b 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/superhero.jpg Planning Your Career: Values and Superpowers What do you deeply care about? What do you excel at? Build a career out of that. https://prismix.dev/news/3f72ec9cf353 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/fireside.jpg Bukalapak - Fireside Chat with the Data Science team We discussed about how to build and run data teams and engage better with business. https://prismix.dev/news/d7e25fd942a3 2026-05-13 monthly 0.7 https://prismix.dev/news/8a44b85da103 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/podcast.jpg TalkPython - What ML can Teach Us About Life Mike and I take a philosophical detour on Talk Python and discuss life lessons from machine learning. https://prismix.dev/news/6db30f689481 2026-05-13 monthly 0.7 offensive-taxonomy.png Reducing Toxicity in Language Models Large pretrained language models are trained over a sizable collection of online data. They unavoidably acquire certain toxic behavior and biases from the Internet. Pretrained language models are very https://prismix.dev/news/f01a351897ee 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/choosing-problems.jpg Choosing Problems in Data Science and Machine Learning Short vs. long-term gain, incremental vs. disruptive innovation, and resume-driven development. https://prismix.dev/news/147ff75ca9c1 2026-05-13 monthly 0.7 https://eugeneyan.com/assets/og_image/growth.jpg Seven Habits that Shaped My Last Decade I wish I started sooner. All have improved my life and several have compounding effects. https://prismix.dev/news/e0f94ec28ad1 2026-05-13 monthly 0.7 beam_search_less_surprising.png Controllable Neural Text Generation [Updated on 2021-02-01: Updated to version 2.0 with several work added and many typos fixed.] [Updated on 2021-05-26: Add P-tuning and Prompt Tuning in the “prompt design” section.] [Updat https://prismix.dev/news/755e367caba0 2026-05-13 monthly 0.7 QA-summary.png How to Build an Open-Domain Question Answering System? [Updated on 2020-11-12: add an example on closed-book factual QA using OpenAI API (beta). A model that can answer any question with regard to factual knowledge can lead to many useful and practical ap https://prismix.dev/news/878d50dab98b 2026-05-13 monthly 0.7 NAS-high-level.png Neural Architecture Search Although most popular and successful model architectures are designed by human experts, it doesn’t mean we have explored the entire network architecture space and settled down with the best opti https://prismix.dev/news/3c4e0ffa7036 2026-05-13 monthly 0.7 /assets/bio/subway_map.png Biohacking Lite Throughout my life I never paid too much attention to health, exercise, diet or nutrition. I knew that you’re supposed to get some exercise and eat vegetables or something, but it stopped at that (“mo https://prismix.dev/news/b48fce1efd05 2026-05-13 monthly 0.7 the-noisy-TV-problem.gif Exploration Strategies in Deep Reinforcement Learning [Updated on 2020-06-17: Add “exploration via disagreement” in the “Forward Dynamics” section . Exploitation versus exploration is a critical topic in Reinforcement Learning. We https://prismix.dev/news/827224e799e1 2026-05-13 monthly 0.7 multi-head-attention.png The Transformer Family [Updated on 2023-01-27 : After almost three years, I did a big refactoring update of this post to incorporate a bunch of new Transformer models since 2020. The enhanced version of this post is here: T https://prismix.dev/news/788a1d1b274c 2026-05-13 monthly 0.7 types-of-curriculum-2.png Curriculum for Reinforcement Learning [Updated on 2020-02-03: mentioning PCG in the “Task-Specific Curriculum” section. [Updated on 2020-02-04: Add a new “curriculum through distillation” section. https://prismix.dev/news/61967ef29361 2026-05-13 monthly 0.7 https://lilianweng.github.io/posts/2019-11-10-self-supervised/self-sup-counting-features.png Self-Supervised Representation Learning [Updated on 2020-01-09: add a new section on Contrastive Predictive Coding ]. [Updated on 2020-04-13: add a “Momentum Contrast” section on MoCo, SimCLR and CURL.] [Updated on 2020-07-08: a https://prismix.dev/news/9bc8cee33939 2026-05-13 monthly 0.7 EA-illustration.png Evolution Strategies Stochastic gradient descent is a universal choice for optimizing deep learning models. However, it is not the only option. With black-box optimization algorithms, you can evaluate a target function $f https://prismix.dev/news/e770cc6a0f63 2026-05-13 monthly 0.7 Hochreiter-meta-learning.png Meta Reinforcement Learning In my earlier post on meta-learning , the problem is mainly defined in the context of few-shot classification. Here I would like to explore more into cases when we try to “meta-learn” Rein https://prismix.dev/news/e7cc4652c4af 2026-05-13 monthly 0.7 sim2real-transfer.png Domain Randomization for Sim2Real Transfer In Robotics, one of the hardest problems is how to make your model transfer to the real world. Due to the sample inefficiency of deep RL algorithms and the cost of data collection on real robots, we o https://prismix.dev/news/7394714bb980 2026-05-13 monthly 0.7 https://prismix.dev/news/d7b5757500c3 2026-05-13 monthly 0.7 nn-expressivity-proof.png Are Deep Neural Networks Dramatically Overfitted? [Updated on 2019-05-27: add the section on Lottery Ticket Hypothesis.] If you are like me, entering into the field of deep learning with experience in traditional machine learning, you may often ponde https://prismix.dev/news/98f025266fe0 2026-05-13 monthly 0.7 elmo-and-bert.png Generalized Language Models [Updated on 2019-02-14: add ULMFiT and GPT-2 .] [Updated on 2020-02-29: add ALBERT .] [Updated on 2020-10-25: add RoBERTa .] [Updated on 2020-12-13: add T5 .] [Updated on 2020-12-30: add GPT-3 .] [Upd https://prismix.dev/news/42584a005737 2026-05-13 monthly 0.7 yolo.png Object Detection Part 4: Fast Detection Models In Part 3 , we have reviewed models in the R-CNN family. All of them are region-based object detection algorithms. They can achieve high accuracy but could be too slow for certain applications such as https://prismix.dev/news/3d08c3e2cf07 2026-05-13 monthly 0.7 few-shot-classification.png Meta-Learning: Learning to Learn Fast [Updated on 2019-10-01: thanks to Tianhao, we have this post translated in Chinese !] https://prismix.dev/news/0131ab3df6b3 2026-05-13 monthly 0.7 three-generative-models.png Flow-based Deep Generative Models So far, I’ve written about two types of generative models, GAN and VAE . Neither of them explicitly learns the probability density function of real data, $p(\mathbf{x})$ (where $\mathbf{x} \in \ https://prismix.dev/news/8804f3f0e1a2 2026-05-13 monthly 0.7 autoencoder-architecture.png From Autoencoder to Beta-VAE [Updated on 2019-07-18: add a section on VQ-VAE & VQ-VAE-2 .] [Updated on 2019-07-26: add a section on TD-VAE .] Autocoder is invented to reconstruct high-dimensional data using a neural network model https://prismix.dev/news/7ed03d41ab2c 2026-05-13 monthly 0.7 shiba-example-attention.png Attention? Attention! [Updated on 2018-10-28: Add Pointer Network and the link to my implementation of Transformer.] [Updated on 2018-11-06: Add a link to the implementation of Transformer model.] [Updated on 2018-11-18: A https://prismix.dev/news/36f1aa71740c 2026-05-13 monthly 0.7 pacman-original.gif Implementing Deep Reinforcement Learning Models with Tensorflow + OpenAI Gym The full implementation is available in lilianweng/deep-reinforcement-learning-gym In the previous two posts, I have introduced the algorithms of many deep reinforcement learning models. Now it is the https://prismix.dev/news/ffba49f79f0e 2026-05-13 monthly 0.7 general_form_policy_gradient.png Policy Gradient Algorithms [Updated on 2018-06-30: add two new policy gradient methods, SAC and D4PG .] [Updated on 2018-09-30: add a new policy gradient method, TD3 .] [Updated on 2019-02-09: add SAC with automatically adjuste https://prismix.dev/news/3966b026c35e 2026-05-13 monthly 0.7 RL_illustration.png A (Long) Peek into Reinforcement Learning [Updated on 2020-09-03: Updated the algorithm of SARSA and Q-learning so that the difference is more pronounced. [Updated on 2021-09-19: Thanks to 爱吃猫的鱼, we have this post in Chinese ]. https://prismix.dev/news/d28ee743c76f 2026-05-13 monthly 0.7 exploration_vs_exploitation.png The Multi-Armed Bandit Problem and Its Solutions The algorithms are implemented for Bernoulli bandit in lilianweng/multi-armed-bandit . Exploitation vs Exploration The exploration vs exploitation dilemma exists in many aspects of our life. Say, your https://prismix.dev/news/4cc7cdabb2aa 2026-05-13 monthly 0.7 https://prismix.dev/news/93da665e04c3 2026-05-13 monthly 0.7 RCNN.png Object Detection for Dummies Part 3: R-CNN Family [Updated on 2018-12-20: Remove YOLO here. Part 4 will cover multiple fast object detection algorithms, including YOLO.] [Updated on 2018-12-27: Add bbox regression and tricks sections for R-CNN.] In t https://prismix.dev/news/fd35ae042f35 2026-05-13 monthly 0.7 convolution-operation.png Object Detection for Dummies Part 2: CNN, DPM and Overfeat Part 1 of the “Object Detection for Dummies” series introduced: (1) the concept of image gradient vector and how HOG algorithm summarizes the information across all the gradient vectors in https://prismix.dev/news/bc5c14725294 2026-05-13 monthly 0.7 image-gradient-vector-pixel-location.png Object Detection for Dummies Part 1: Gradient Vector, HOG, and SS I’ve never worked in the field of computer vision and has no idea how the magic could work when an autonomous car is configured to tell apart a stop sign from a pedestrian in a red hat. To motiv https://prismix.dev/news/f7460f9330e7 2026-05-13 monthly 0.7 word2vec-skip-gram.png Learning Word Embedding Human vocabulary comes in free text. In order to make a machine learning model understand and process the natural language, we need to transform the free-text words into numeric values. One of the sim https://prismix.dev/news/af2ac2573351 2026-05-13 monthly 0.7 ib-dnn-structure.png Anatomize Deep Learning with Information Theory Professor Naftali Tishby passed away in 2021. Hope the post can introduce his cool idea of information bottleneck to more people. Recently I watched the talk “Information Theory in Deep Learning https://prismix.dev/news/0adb702ae2c0 2026-05-13 monthly 0.7 KL_JS_divergence.png From GAN to WGAN [Updated on 2018-09-30: thanks to Yoonju, we have this post translated in Korean !] [Updated on 2019-04-18: this post is also available on arXiv .] Generative adversarial network (GAN) has shown great https://prismix.dev/news/3d720eba4a3d 2026-05-13 monthly 0.7 interpretability_prediction_decomposition.png How to Explain the Prediction of a Machine Learning Model? The machine learning models have started penetrating into critical areas like health care, justice systems, and financial industry. Thus to figure out how the models make the decisions and make sure t https://prismix.dev/news/291d3e62ed3e 2026-05-13 monthly 0.7 rnn_with_embedding.png Predict Stock Prices Using RNN: Part 2 In the Part 2 tutorial, I would like to continue the topic on stock price prediction and to endow the recurrent neural network that I have built in Part 1 with the capability of responding to multiple https://prismix.dev/news/7e859cb1e36b 2026-05-13 monthly 0.7 sliding_window_time_series.svg Predict Stock Prices Using RNN: Part 1 This is a tutorial for how to build a recurrent neural network using Tensorflow to predict stock market prices. The full working code is available in github.com/lilianweng/stock-rnn . If you don&rsquo https://prismix.dev/news/b1aa14adf7d8 2026-05-13 monthly 0.7 ANN.png An Overview of Deep Learning for Curious People (The post was originated from my talk for WiMLDS x Fintech meetup hosted by Affirm .) I believe many of you have watched or heard of the games between AlphaGo and professional Go player Lee Sedol in 2 https://prismix.dev/news/bfaffbe89b82 2026-05-13 monthly 0.7 /assets/phd/phds.jpg A Survival Guide to a PhD This guide is patterned after my “Doing well in your courses” , a post I wrote a long time ago on some of the tips/tricks I’ve developed during my undergrad. I’ve received nice comments about that gui https://prismix.dev/news/2d1c6390e4b7 2026-05-13 monthly 0.7 /assets/rl/preview.jpeg Deep Reinforcement Learning: Pong from Pixels --> This is a long overdue blog post on Reinforcement Learning (RL). RL is hot! You may have noticed that computers can now automatically learn to play ATARI games (from raw game pixels!), they are be https://prismix.dev/news/757544df2c35 2026-05-13 monthly 0.7 /assets/ai/neocortex.png Short Story on AI: A Cognitive Discontinuity. The idea of writing a collection of short stories has been on my mind for a while. 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