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Qwen3.627B had run rm -rf ..... on the build cache because it had run my computer out of disk space. So I assign my coding agent (pi) a task, and then leave the house. I come back an hour later to see a couple messages containing rm https://prismix.dev/news/9b507cb4f18b 2026-05-15 monthly 0.7 https://prismix.dev/news/b0e08f3161df 2026-05-15 monthly 0.7 https://prismix.dev/news/07d6098d5ad1 2026-05-15 monthly 0.7 https://prismix.dev/news/2b8c41f58b12 2026-05-15 monthly 0.7 https://prismix.dev/news/25243cbc386f 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Vision-Based Runtime Monitoring under Varying Specifications using Semantic Latent Representations arXiv:2605.13923v1 Announce Type: new Abstract: We study certified runtime monitoring of past-time signal temporal logic (ptSTL) from visual observations under partial observability. The monitor must https://prismix.dev/news/ffd007915559 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Mechanistic Interpretability of EEG Foundation Models via Sparse Autoencoders arXiv:2605.13930v1 Announce Type: new Abstract: EEG foundation models achieve state-of-the-art clinical performance, yet the internal computations driving their predictions remain opaque: a barrier to https://prismix.dev/news/90822349dc73 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Rethinking Molecular OOD Generalization via Target-Aware Source Selection arXiv:2605.13932v1 Announce Type: new Abstract: Robust prediction of molecular properties under extreme out-of-distribution (OOD) scenarios is a pivotal bottleneck in AI-driven drug discovery. Current https://prismix.dev/news/fdc033de12e5 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Unsupervised learning of acquisition variability in structural connectomes via hybrid latent space modeling arXiv:2605.13933v1 Announce Type: new Abstract: Acquisition differences across sites, scanners, and protocols in dMRI introduce variability that complicates structural connectome analysis. This motiva https://prismix.dev/news/493cd8278d3a 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Beyond Mode-Seeking RL: Trajectory-Balance Post-Training for Diffusion Language Models arXiv:2605.13935v1 Announce Type: new Abstract: Diffusion language models are a promising alternative to autoregressive models, yet post-training methods for them largely adapt reward-maximizing objec https://prismix.dev/news/2dd2db18c863 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Towards the Next Frontier of LLMs, Training on Private Data: A Cross-Domain Benchmark for Federated Fine-Tuning arXiv:2605.13936v1 Announce Type: new Abstract: The recent success of large language models (LLMs) has been largely driven by vast public datasets. However, the next frontier for LLM development lies https://prismix.dev/news/068f1588cd71 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents arXiv:2605.13941v1 Announce Type: new Abstract: Long-term memory is essential for LLM agents that operate across multiple sessions, yet existing memory systems treat retrieval infrastructure as fixed: https://prismix.dev/news/e96559102b99 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png EMA: Efficient Model Adaptation for Learning-based Systems arXiv:2605.13942v1 Announce Type: new Abstract: Machine learning (ML) is increasingly applied to optimize system performance in tasks such as resource management and network simulation. Unlike traditi https://prismix.dev/news/1020a41fa5af 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Unified Geometric Framework for Weighted Contrastive Learning arXiv:2605.13943v1 Announce Type: new Abstract: Contrastive learning (CL) aims to preserve relational structure between samples by learning representations that reflect a similarity graph. Yet, the ge https://prismix.dev/news/10afdd11421f 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Collider-Bench: Benchmarking AI Agents with Particle Physics Analysis Reproduction arXiv:2605.13950v1 Announce Type: new Abstract: Autonomous language-model agents are increasingly evaluated on long-horizon tool-use tasks, but existing benchmarks rarely capture the complexity and nu https://prismix.dev/news/920375a214ff 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png WarmPrior: Straightening Flow-Matching Policies with Temporal Priors arXiv:2605.13959v1 Announce Type: new Abstract: Generative policies based on diffusion and flow matching have become a dominant paradigm for visuomotor robotic control. We show that replacing the stan https://prismix.dev/news/b2e806b613af 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Towards Resource-Efficient LLMs: End-to-End Energy Accounting of Distillation Pipelines arXiv:2605.13981v1 Announce Type: new Abstract: The rise in deployment of large language models has driven a surge in GPU demand and datacenter scaling, raising concerns about electricity use, grid st https://prismix.dev/news/0b89f873e46c 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png TabPFN-3: Technical Report arXiv:2605.13986v1 Announce Type: new Abstract: Tabular data underpins most high-value prediction problems in science and industry, and TabPFN has driven the foundation model revolution for this modal https://prismix.dev/news/db0100413b8f 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Neural Fields for NV-Center Inverse Sensing arXiv:2605.13988v1 Announce Type: new Abstract: Inverse problems in scientific sensing are often solved with either hand-designed regularizers or supervised networks trained on simulated labels, yet b https://prismix.dev/news/4f4077e6de95 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png HodgeCover: Higher-Order Topological Coverage Drives Compression of Sparse Mixture-of-Experts arXiv:2605.13997v1 Announce Type: new Abstract: Sparse Mixture-of-Experts (MoE) layers route tokens through a handful of experts, and learning-free compression of these layers reduces inference cost w https://prismix.dev/news/6a51bd1d086d 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Support Before Frequency in Discrete Diffusion arXiv:2605.13999v1 Announce Type: new Abstract: Discrete diffusion models are increasingly competitive for language modeling, yet it remains unclear how their denoising objectives organize learning. A https://prismix.dev/news/5bd1ba263711 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Dywave: Event-Aligned Dynamic Tokenization for Heterogeneous IoT Sensing Signal arXiv:2605.14014v1 Announce Type: new Abstract: Internet of Things (IoT) systems continuously collect heterogeneous sensing signals from ubiquitous sensors to support intelligent applications such as https://prismix.dev/news/8c883526d92a 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png R2R2: Robust Representation for Intensive Experience Reuse via Redundancy Reduction in Self-Predictive Learning arXiv:2605.14026v1 Announce Type: new Abstract: For reinforcement learning in data-scarce domains like real-world robotics, intensive data reuse enhances efficiency but induces overfitting. While prio https://prismix.dev/news/3dbc19126d3e 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Self-Pruned Key-Value Attention: Learning When to Write by Predicting Future Utility arXiv:2605.14037v1 Announce Type: new Abstract: Under modern test-time compute and agentic paradigms, language models process ever-longer sequences. Efficient text generation with transformer architec https://prismix.dev/news/61e2ea8952ac 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Reliability-Gated Source Anchoring for Continual Test-Time Adaptation arXiv:2605.14063v1 Announce Type: new Abstract: Continual test-time adaptation (CTTA) updates a pretrained model online on an unlabeled, non-stationary stream while anchoring it to a frozen source che https://prismix.dev/news/13a9e08964bb 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Comparative Evaluation of Machine Learning Approaches for Minority-Class Financial Distress Prediction Under Class Imbalance Constraints arXiv:2605.14067v1 Announce Type: new Abstract: Financial distress prediction remains a significant challenge in enterprise risk analysis due to the highly imbalanced nature of real-world financial da https://prismix.dev/news/702f679c7dc7 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SurF: A Generative Model for Multivariate Irregular Time Series Forecasting arXiv:2605.14069v1 Announce Type: new Abstract: Irregularly sampled multivariate event streams remain a stubbornly difficult modality for generative modeling: tokenization-based approaches break down https://prismix.dev/news/b1c07ac6dafb 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png AttnGen: Attention-Guided Saliency Learning for Interpretable Genomic Sequence Classification arXiv:2605.14073v1 Announce Type: new Abstract: Deep neural networks have achieved strong performance in genomic sequence classification; however, relating their predictions to biologically meaningful https://prismix.dev/news/8c08cb2b305e 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Fair and Calibrated Toxicity Detection with Robust Training and Abstention arXiv:2605.14074v1 Announce Type: new Abstract: Fairness in toxicity classification involves three integrated axes: ranking, calibration, and abstention. Training-time interventions and post-hoc safet https://prismix.dev/news/94969120dc35 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Rethinking Layer Relevance in Large Language Models Beyond Cosine Similarity arXiv:2605.14075v1 Announce Type: new Abstract: Large language models (LLMs) have revolutionized natural language processing. Understanding their internal mechanisms is crucial for developing more int https://prismix.dev/news/16ccb4a40df0 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Mini-JEPA Foundation Model Fleet Enables Agentic Hydrologic Intelligence arXiv:2605.14120v1 Announce Type: new Abstract: Geospatial foundation models compress multispectral observations into dense embeddings increasingly used in natural-language environmental reasoning sys https://prismix.dev/news/52f4ae7630a8 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Reinforcement Learning for Tool-Calling Agents in Fast Healthcare Interoperability Resources (FHIR) arXiv:2605.14126v1 Announce Type: new Abstract: Fast Healthcare Interoperability Resources (FHIR) is the dominant standard for interoperable exchange of healthcare data. In FHIR, electronic health rec https://prismix.dev/news/f8a01cdd29ba 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png bde: A Python Package for Bayesian Deep Ensembles via MILE arXiv:2605.14146v1 Announce Type: new Abstract: bde is a user-friendly Python package for Bayesian Deep Ensembles with a particular focus on tabular data. Built on an efficient JAX implementation of t https://prismix.dev/news/03fa59db292b 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Systematic Evaluation of Imbalance Handling Methods in Biomedical Binary Classification arXiv:2605.14147v1 Announce Type: new Abstract: Objective: The primary goal of this study was to systematically examine the impact of commonly used imbalance handling methods (IHMs) on predictive perf https://prismix.dev/news/b4fe3f67cea3 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Uncovering Trajectory and Topological Signatures in Multimodal Pediatric Sleep Embeddings arXiv:2605.14156v1 Announce Type: new Abstract: While generative models have shown promise in pediatric sleep analysis, the latent structure of their multimodal embeddings remains poorly understood. T https://prismix.dev/news/69b3f4f5351f 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Finite Sample Bounds for Learning with Score Matching arXiv:2605.14168v1 Announce Type: new Abstract: Learning of continuous exponential family distributions with unbounded support remains an important area of research for both theory and applications in https://prismix.dev/news/b2fbf255a63a 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png CSI-JEPA: Towards Foundation Representations for Ubiquitous Sensing with Minimal Supervision arXiv:2605.14171v1 Announce Type: new Abstract: Channel state information (CSI) provides a widely available sensing modality for human and environment perception, but existing CSI sensing models usual https://prismix.dev/news/dac1cee8d7ec 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png LLMs Know When They Know, but Do Not Act on It: A Metacognitive Harness for Test-time Scaling arXiv:2605.14186v1 Announce Type: new Abstract: Large language models (LLMs) often expose useful signals of self-monitoring: before solving a problem, they can estimate whether they are likely to succ https://prismix.dev/news/19b5a3919c35 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png How to Scale Mixture-of-Experts: From muP to the Maximally Scale-Stable Parameterization arXiv:2605.14200v1 Announce Type: new Abstract: Recent frontier large language models predominantly rely on Mixture-of-Experts (MoE) architectures. Despite empirical progress, there is still no princi https://prismix.dev/news/9944eed56390 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Towards Fine-Grained and Verifiable Concept Bottleneck Models arXiv:2605.14210v1 Announce Type: new Abstract: Concept Bottleneck Models (CBMs) offer interpretable alternatives to black-box predictors by introducing human-relatable concepts before the final outpu https://prismix.dev/news/0071a4106a81 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PreFT: Prefill-only finetuning for efficient inference arXiv:2605.14217v1 Announce Type: new Abstract: Large language models can now be personalised efficiently at scale using parameter efficient finetuning methods (PEFTs), but serving user-specific PEFTs https://prismix.dev/news/cdb5c7e78250 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Diagnosing Training Inference Mismatch in LLM Reinforcement Learning arXiv:2605.14220v1 Announce Type: new Abstract: Modern LLM RL systems separate rollout generation from policy optimization. These two stages are expected to produce token probabilities that match exac https://prismix.dev/news/d978470a6163 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png DT-Transformer: A Foundation Model for Disease Trajectory Prediction on a Real-world Health System arXiv:2605.14227v1 Announce Type: new Abstract: Accurate disease trajectory prediction is critical for early intervention, resource allocation, and improving long-term outcomes. While electronic healt https://prismix.dev/news/6c00ddb23f3d 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png AudioMosaic: Contrastive Masked Audio Representation Learning arXiv:2605.14231v1 Announce Type: new Abstract: Audio self-supervised learning (SSL) aims to learn general-purpose representations from large-scale unlabeled audio data. While recent advances have bee https://prismix.dev/news/c56b254cedba 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Quantum Advantage in Multi Agent Reinforcement Learning arXiv:2605.14235v1 Announce Type: new Abstract: We present an empirical evaluation of quantum entanglement in agent coordination within quantum multi agent reinforcement learning (QMARL). While QMARL https://prismix.dev/news/1798d75f5b3c 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Active Learners as Efficient PRP Rerankers arXiv:2605.14236v1 Announce Type: new Abstract: Pairwise Ranking Prompting (PRP) elicits pairwise preference judgments from an LLM, which are then aggregated into a ranking, usually via classical sort https://prismix.dev/news/57a2257a1329 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Paraphrasing Attack Resilience of Various AI-Generated Text Detection Methods arXiv:2605.14240v1 Announce Type: new Abstract: The recent large-scale emergence of LLMs has left an open space for dealing with their consequences, such as plagiarism or the spread of false informati https://prismix.dev/news/38e9365d0bb7 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Latency-Quality Routing for Functionally Equivalent Tools in LLM Agents arXiv:2605.14241v1 Announce Type: new Abstract: Tool-augmented LLM agents increasingly access the same tool type through multiple functionally equivalent providers, such as web-search APIs, retrievers https://prismix.dev/news/2b6067628124 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Artificial Intelligence-Assistant Cardiotocography: Unified Model for Signal Reconstruction, Fetal Heart Rate Analysis, and Variability Assessment arXiv:2605.14242v1 Announce Type: new Abstract: The monitoring of fetal heart rate (FHR) and the assessment of its variability are crucial for preventing fetal compromise and adverse outcomes. However https://prismix.dev/news/7c033b8e2975 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Action-Conditioned Risk Gating for Safety-Critical Control under Partial Observability arXiv:2605.14246v1 Announce Type: new Abstract: Many safety-critical control problems are modeled as risk-sensitive partially observable Markov decision processes, where the controller must make decis https://prismix.dev/news/619c5c8b6e79 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png EnergyLens: Predictive Energy-Aware Exploration for Multi-GPU LLM Inference Optimization arXiv:2605.14249v1 Announce Type: new Abstract: We present EnergyLens, an end-to-end framework for energy-aware large language model (LLM) inference optimization. As LLMs scale, predicting and reducin https://prismix.dev/news/386fc87d2fc8 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Not All Timesteps Matter Equally: Selective Alignment Knowledge Distillation for Spiking Neural Networks arXiv:2605.14252v1 Announce Type: new Abstract: Spiking neural networks (SNNs), which are brain-inspired and spike-driven, achieve high energy efficiency. However, a performance gap between SNNs and a https://prismix.dev/news/7a4ef73955b1 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Architecture-Aware Explanation Auditing for Industrial Visual Inspection arXiv:2605.14255v1 Announce Type: new Abstract: Industrial visual inspection systems increasingly rely on deep classifiers whose heatmap explanations may appear visually plausible while failing to ide https://prismix.dev/news/c69ca119c15a 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Dynamics of the Transformer Residual Stream: Coupling Spectral Geometry to Network Topology arXiv:2605.14258v1 Announce Type: new Abstract: Large language models are remarkably capable, yet how computation propagates through their layers remains poorly understood. A growing line of work trea https://prismix.dev/news/d3d3128db6c7 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png TILT: Target-induced loss tilting under covariate shift arXiv:2605.14280v1 Announce Type: new Abstract: We introduce and analyze Target-Induced Loss Tilting (TILT) for unsupervised domain adaptation under covariate shift. It is based on a novel objective f https://prismix.dev/news/5da0c97aa435 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Smooth Multi-Policy Causal Effect Estimation in Longitudinal Settings arXiv:2605.14284v1 Announce Type: new Abstract: Comparative evaluation of multiple dynamic treatment policies is essential for healthcare and policy decisions, yet conventional longitudinal causal inf https://prismix.dev/news/cb115c37a34d 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png MetaMoE: Diversity-Aware Proxy Selection for Privacy-Preserving Mixture-of-Experts Unification arXiv:2605.14289v1 Announce Type: new Abstract: Mixture-of-Experts (MoE) models scale capacity by combining specialized experts, but most existing approaches assume centralized access to training data https://prismix.dev/news/0816aa4b9014 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Minimal-Intervention KV Retention: A Design-Space Study and a Diversity-Penalty Survivor arXiv:2605.14292v1 Announce Type: new Abstract: KV-cache compression at small budgets is a crowded design space spanning cache representation, head-wise routing, compression cadence, decoding behavior https://prismix.dev/news/a1ce5193ff2f 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Policy Optimization in Hybrid Discrete-Continuous Action Spaces via Mixed Gradients arXiv:2605.14297v1 Announce Type: new Abstract: We study reinforcement learning in hybrid discrete-continuous action spaces, such as settings where the discrete component selects a regime (or index) a https://prismix.dev/news/008f882f389e 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Language-Induced Priors for Domain Adaptation arXiv:2605.14301v1 Announce Type: new Abstract: Domain adaptation faces a fundamental paradox in the cold-start regime. When target data is scarce, statistical methods fail to distinguish relevant sou https://prismix.dev/news/92a0099cdff3 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Matrix-Space Reinforcement Learning for Reusing Local Transition Geometry arXiv:2605.14304v1 Announce Type: new Abstract: Compositional generalization in sequential decision-making requires identifying which parts of prior rollouts remain useful for new tasks. Existing meth https://prismix.dev/news/67ef6c1df4a7 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Beyond Binary: Reframing GUI Critique as Continuous Semantic Alignment arXiv:2605.14311v1 Announce Type: new Abstract: Test-Time Scaling (TTS), which samples multiple candidate actions and ranks them via a Critic Model, has emerged as a promising paradigm for generalist https://prismix.dev/news/3882df356ac5 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Guided Diffusion Sampling for Precipitation Forecast Interventions arXiv:2605.14317v1 Announce Type: new Abstract: Extreme precipitation causes severe societal and economic damage, and weather control has long been discussed as a potential mitigation strategy. Howeve https://prismix.dev/news/c5a284d30c29 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Dynamic Latent Routing arXiv:2605.14323v1 Announce Type: new Abstract: We investigate the temporal concatenation of sub-policies in Markov Decision Processes (MDP) with time-varying reward functions. We introduce General Di https://prismix.dev/news/c6e475f48b3b 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png AIM-DDI: A Model-Agnostic Multimodal Integration Module for Drug-Drug Interaction Prediction arXiv:2605.14327v1 Announce Type: new Abstract: Drug-drug interaction (DDI) prediction is a critical task in computational biomedicine, as adverse interactions between co-administered drugs can cause https://prismix.dev/news/139d905cd686 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Nearest-Neighbor Radii under Dependent Sampling arXiv:2605.14343v1 Announce Type: new Abstract: Nearest-neighbor methods are fundamental to classical and modern machine learning, yet their geometric properties are typically analyzed under independe https://prismix.dev/news/ceb39dc53d43 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Exemplar Partitioning for Mechanistic Interpretability arXiv:2605.14347v1 Announce Type: new Abstract: We introduce Exemplar Partitioning (EP), an unsupervised method for constructing interpretable feature dictionaries from large language model activation https://prismix.dev/news/1f41a8e52613 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Distributionally Robust Multi-Task Reinforcement Learning via Adaptive Task Sampling arXiv:2605.14350v1 Announce Type: new Abstract: Multi-task reinforcement learning (MTRL) aims to train a single agent to efficiently optimize performance across multiple tasks simultaneously. However, https://prismix.dev/news/29a3146a976f 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png RQ-MoE: Residual Quantization via Mixture of Experts for Efficient Input-Dependent Vector Compression arXiv:2605.14359v1 Announce Type: new Abstract: Vector quantization is a fundamental tool for compressing high-dimensional embeddings, yet existing multi-codebook methods rely on static codebooks that https://prismix.dev/news/3056ec19c264 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png MoRe: Modular Representations for Principled Continual Representation Learning on Squantial Data arXiv:2605.14364v1 Announce Type: new Abstract: Continual learning requires models to adapt to new data while preserving previously acquired knowledge. At its core, this challenge can be viewed as pri https://prismix.dev/news/3ab704286291 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png LoMETab: Beyond Rank-1 Ensembles for Tabular Deep Learning arXiv:2605.14365v1 Announce Type: new Abstract: Recent tabular learning benchmarks increasingly show a tight performance cluster rather than a clear hierarchy among leading methods, spanning gradient https://prismix.dev/news/8dabc7ec618f 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Turning Stale Gradients into Stable Gradients: Coherent Coordinate Descent with Implicit Landscape Smoothing for Lightweight Zeroth-Order Optimization arXiv:2605.14373v1 Announce Type: new Abstract: Zeroth-Order (ZO) optimization is pivotal for scenarios where backpropagation is unavailable, such as memory-constrained on-device learning and black-bo https://prismix.dev/news/7088f1aebac6 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Optimal Pattern Detection Tree for Symbolic Rule-Based Classification arXiv:2605.14374v1 Announce Type: new Abstract: Pattern discovery in data plays a crucial role across diverse domains, including healthcare, risk assessment, and machinery maintenance. In contrast to https://prismix.dev/news/6f33d8caa718 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Data-Augmented Game Starts for Accelerating Self-Play Exploration in Imperfect Information Games arXiv:2605.14379v1 Announce Type: new Abstract: Finding approximate equilibria for large-scale imperfect-information competitive games such as StarCraft, Dota, and CounterStrike remains computationall https://prismix.dev/news/ef384665e9bb 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png NodeSynth: Socially Aligned Synthetic Data for AI Evaluation arXiv:2605.14381v1 Announce Type: new Abstract: Recent advancements in generative AI facilitate large-scale synthetic data generation for model evaluation. However, without targeted approaches, these https://prismix.dev/news/97eed70275cd 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Watch your neighbors: Training statistically accurate chaotic systems with local phase space information arXiv:2605.14405v1 Announce Type: new Abstract: Chaotic systems pose fundamental challenges for data-driven dynamics discovery, as small modeling errors lead to exponentially growing trajectory discre https://prismix.dev/news/511c21c0ad8c 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png GeoViSTA: Geospatial Vision-Tabular Transformer for Multimodal Environment Representation arXiv:2605.14406v1 Announce Type: new Abstract: Large-scale pretraining on Earth observation imagery has yielded powerful representations of the natural and built environment. However, most existing g https://prismix.dev/news/3dbb9ea9675f 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png MahaVar: OOD Detection via Class-wise Mahalanobis Distance Variance under Neural Collapse arXiv:2605.14413v1 Announce Type: new Abstract: Out-of-distribution (OOD) detection is a critical component for ensuring the reliability of deep neural networks in safety-critical applications. In thi https://prismix.dev/news/5f8d45fc29ad 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png What if Tomorrow is the World Cup Final? Counterfactual Time Series Forecasting with Textual Conditions arXiv:2605.14422v1 Announce Type: new Abstract: Time series forecasting has become increasingly critical in real-world scenarios, where future sequences are influenced not only by historical patterns https://prismix.dev/news/2bc6da9a33c1 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Collaborative Yet Personalized Policy Training: Single-Timescale Federated Actor-Critic arXiv:2605.14423v1 Announce Type: new Abstract: Despite the popularity of the actor-critic method and the practical needs of collaborative policy training, existing works typically either overlook env https://prismix.dev/news/142699cf6741 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png FrontierSmith: Synthesizing Open-Ended Coding Problems at Scale arXiv:2605.14445v1 Announce Type: new Abstract: Many real-world coding challenges are open-ended and admit no known optimal solution. Yet, recent progress in LLM coding has focused on well-defined tas https://prismix.dev/news/b2be326ca6e1 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png When Answers Stray from Questions: Hallucination Detection via Question-Answer Orthogonal Decomposition arXiv:2605.14449v1 Announce Type: new Abstract: Hallucination detection in large language models (LLMs) requires balancing accu racy, efficiency, and robustness to distribution shift. Black-box consis https://prismix.dev/news/b0a8c255a9fb 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png LiSA: Lifelong Safety Adaptation via Conservative Policy Induction arXiv:2605.14454v1 Announce Type: new Abstract: As AI agents move from chat interfaces to systems that read private data, call tools, and execute multi-step workflows, guardrails become a last line of https://prismix.dev/news/1e410af7636c 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Focused PU learning from imbalanced data arXiv:2605.14467v1 Announce Type: new Abstract: We propose a new method of learning from positive and unlabeled (PU) examples in highly imbalanced datasets. Many real-world problems, such as disease g https://prismix.dev/news/2b43de791624 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Test-Time Learning with an Evolving Library arXiv:2605.14477v1 Announce Type: new Abstract: We introduce EvoLib, a test-time learning framework that enables large language models to accumulate, reuse, and evolve knowledge across problem instanc https://prismix.dev/news/4e06cbc2a2fb 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Novel Schur-Decomposition-Based Weight Projection Method for Stable State-Space Neural-Network Architectures arXiv:2605.14489v1 Announce Type: new Abstract: Building black-box models for dynamical systems from data is a challenging problem in machine learning, especially when asymptotic stability guarantees https://prismix.dev/news/0964f18d97ee 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ROAD: Adaptive Data Mixing for Offline-to-Online Reinforcement Learning via Bi-Level Optimization arXiv:2605.14497v1 Announce Type: new Abstract: Offline-to-online reinforcement learning harnesses the stability of offline pretraining and the flexibility of online fine-tuning. A key challenge lies https://prismix.dev/news/0ed8a66d80fd 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Enjoy Your Layer Normalization with the Computational Efficiency of RMSNorm arXiv:2605.14521v1 Announce Type: new Abstract: Layer normalization (LN) is a fundamental component in modern deep learning, but its per-sample centering and scaling introduce non-negligible inference https://prismix.dev/news/5ea1932b3154 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Lang2MLIP: End-to-End Language-to-Machine Learning Interatomic Potential Development with Autonomous Agentic Workflows arXiv:2605.14527v1 Announce Type: new Abstract: Developing machine learning interatomic potentials (MLIPs) for complex materials systems remains challenging because it requires expertise in atomistic https://prismix.dev/news/dab0ad2c0a0e 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Exploring Geographic Relative Space in Large Language Models through Activation Patching arXiv:2605.14535v1 Announce Type: new Abstract: The increased use of Large Language Models (LLMs) in geography raises substantial questions about the safety of integrating these tools across a wide ra https://prismix.dev/news/d88aca4a357b 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png RxEval: A Prescription-Level Benchmark for Evaluating LLM Medication Recommendation arXiv:2605.14543v1 Announce Type: new Abstract: Inpatient medication recommendation requires clinicians to repeatedly select specific medications, doses, and routes as a patient's condition evolves. E https://prismix.dev/news/615fcb4b2be9 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Discovering Physical Directions in Weight Space: Composing Neural PDE Experts arXiv:2605.14546v1 Announce Type: new Abstract: Recent advances in neural operators have made partial differential equation (PDE) surrogate modeling increasingly scalable and transferable through larg https://prismix.dev/news/3f64a08172c2 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Multi-Dimensional Model Integrity and Responsibility Assessment Index and Scoring Framework arXiv:2605.14550v1 Announce Type: new Abstract: Artificial intelligence in high-stakes tabular domains cannot be evaluated by predictive performance alone, yet current practice still assesses explaina https://prismix.dev/news/143509e6e96b 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SeesawNet: Towards Non-stationary Time Series Forecasting with Balanced Modeling of Common and Specific Dependencies arXiv:2605.14551v1 Announce Type: new Abstract: Instance normalization (IN) is widely used in non-stationary multivariate time series forecasting to reduce distribution shifts and highlight common pat https://prismix.dev/news/4946a14b8a19 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Efficient Multi-objective Prompt Optimization via Pure-exploration Bandits arXiv:2605.14553v1 Announce Type: new Abstract: Prompt engineering has become central to eliciting the capabilities of large language models (LLMs). At its core lies prompt selection -- efficiently id https://prismix.dev/news/0942d83df76e 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Woodelf++: A Fast and Unified Partial Dependence Plot Algorithm for Decision Tree Ensembles arXiv:2605.14578v1 Announce Type: new Abstract: Partial Dependence Plots (PDPs) visualize how changes in a single feature affect the average model prediction. They are widely used in practice to inter https://prismix.dev/news/a40bf86af5d4 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Angel or Demon: Investigating the Plasticity Interventions' Impact on Backdoor Threats in Deep Reinforcement Learning arXiv:2605.14587v1 Announce Type: new Abstract: Extensive research has highlighted the severe threats posed by backdoor attacks to deep reinforcement learning (DRL). However, prior studies primarily f https://prismix.dev/news/2d71fd86fd79 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Silent Collapse in Recursive Learning Systems arXiv:2605.14588v1 Announce Type: new Abstract: Recursive learning -- where models are trained on data generated by previous versions of themselves -- is increasingly common in large language models, https://prismix.dev/news/a72879c3a730 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Fast Rates for Inverse Reinforcement Learning arXiv:2605.14599v1 Announce Type: new Abstract: We establish novel structural and statistical results for entropy-regularized min-max inverse reinforcement learning (Min-Max-IRL) with linear reward cl https://prismix.dev/news/4070f12cb5d0 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png An Amortized Efficiency Threshold for Comparing Neural and Heuristic Solvers in Combinatorial Optimization arXiv:2605.14624v1 Announce Type: new Abstract: A common critique of neural combinatorial-optimization solvers is that they are less energy-efficient than CPU metaheuristics, given the operational ene https://prismix.dev/news/68a17be55dbc 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Action-Inspired Generative Models arXiv:2605.14631v1 Announce Type: new Abstract: We introduce Action-Inspired Generative Models (AGMs), a dual-network generative framework motivated by the observation that existing bridge-matching me https://prismix.dev/news/5a94775987d0 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes arXiv:2605.14632v1 Announce Type: new Abstract: Forecasting multivariate hidden Markov processes is challenging due to nonlinear and nonstationary observations, latent state transitions, and cross-seq https://prismix.dev/news/c823988545a6 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Unbiased and Second-Order-Free Training for High-Dimensional PDEs arXiv:2605.14643v1 Announce Type: new Abstract: Deep learning methods based on backward stochastic differential equations (BSDEs) have emerged as competitive alternatives to physics-informed neural ne https://prismix.dev/news/2b0a293fc7b0 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Slower Generalization, Faster Memorization: A Sweet Spot in Algorithmic Learning arXiv:2605.14659v1 Announce Type: new Abstract: Critical-data-size accounts of grokking suggest a natural post-threshold intuition: once training data is sufficient to identify the underlying rule, ad https://prismix.dev/news/b55b53c060ca 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Merging Methods for Multilingual Knowledge Editing for Large Language Models: An Empirical Odyssey arXiv:2605.13919v1 Announce Type: new Abstract: Multilingual knowledge editing (MKE) remains challenging because language-specific edits interfere with one another, even when locate-then-edit methods https://prismix.dev/news/0e2645230c7c 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png VectraYX-Nano: A 42M-Parameter Spanish Cybersecurity Language Model with Curriculum Learning and Native Tool Use arXiv:2605.13989v1 Announce Type: new Abstract: We present VectraYX-Nano, a 41.95M-parameter decoder-only language model trained from scratch in Spanish for cybersecurity, with a Latin-American focus https://prismix.dev/news/be0175edb497 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Mistletoe: Stealthy Acceleration-Collapse Attacks on Speculative Decoding arXiv:2605.14005v1 Announce Type: new Abstract: Speculative decoding has become a widely adopted technique for accelerating large language model (LLM) inference by drafting multiple candidate tokens a https://prismix.dev/news/f47ad4c0720a 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Physics-R1: An Audited Olympiad Corpus and Recipe for Visual Physics Reasoning arXiv:2605.14040v1 Announce Type: new Abstract: We audit the multimodal-physics evaluation pipeline end-to-end and document three undetected construction practices that distort how the field measures https://prismix.dev/news/d29da058cf42 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Derivation Prompting: A Logic-Based Method for Improving Retrieval-Augmented Generation arXiv:2605.14053v1 Announce Type: new Abstract: The application of Large Language Models to Question Answering has shown great promise, but important challenges such as hallucinations and erroneous re https://prismix.dev/news/1de7da6e9b6b 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PEML: Parameter-efficient Multi-Task Learning with Optimized Continuous Prompts arXiv:2605.14055v1 Announce Type: new Abstract: Parameter-Efficient Fine-Tuning (PEFT) is widely used for adapting Large Language Models (LLMs) for various tasks. Recently, there has been an increasin https://prismix.dev/news/05bb24fa7ca0 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Dual Hierarchical Dialogue Policy Learning for Legal Inquisitive Conversational Agents arXiv:2605.14057v1 Announce Type: new Abstract: Most existing dialogue systems are user-driven, primarily designed to fulfill user requests. However, in many critical real-world scenarios, a conversat https://prismix.dev/news/7b9f9145ea5e 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Distribution Corrected Offline Data Distillation for Large Language Models arXiv:2605.14071v1 Announce Type: new Abstract: Distilling reasoning traces from strong large language models into smaller ones is a promising route to improve intelligence in resource-constrained set https://prismix.dev/news/c0b62e7d8dac 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Measuring and Mitigating Toxicity in Large Language Models: A Comprehensive Replication Study arXiv:2605.14087v1 Announce Type: new Abstract: Large Language Models (LLMs), when trained on web-scale corpora, inherently absorb toxic patterns from their training data. This leads to ``toxic degene https://prismix.dev/news/90606f991f78 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png When Evidence Conflicts: Uncertainty and Order Effects in Retrieval-Augmented Biomedical Question Answering arXiv:2605.14115v1 Announce Type: new Abstract: Biomedical retrieval-augmented large language models (LLMs) often face evidence that is incomplete, misleading, or internally contradictory, yet evaluat https://prismix.dev/news/3b1e763d8a58 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Generative Floor Plan Design with LLMs via Reinforcement Learning with Verifiable Rewards arXiv:2605.14117v1 Announce Type: new Abstract: An AI system for professional floor plan design must precisely control room dimensions and areas while respecting the desired connectivity between rooms https://prismix.dev/news/68110ed3bf53 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Polar probe linearly decodes semantic structures from LLMs arXiv:2605.14125v1 Announce Type: new Abstract: How do artificial neural networks bind concepts to form complex semantic structures? Here, we propose a simple neural code, whereby the existence and th https://prismix.dev/news/29ef9f55fb14 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ROK-FORTRESS: Measuring the Effect of Geopolitical Transcreation for National Security and Public Safety arXiv:2605.14152v1 Announce Type: new Abstract: Safety evaluations for large language models (LLMs) increasingly target high-stakes National Security and Public Safety (NSPS) risks, yet multilingual s https://prismix.dev/news/4839289eb036 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png BOOKMARKS: Efficient Active Storyline Memory for Role-playing arXiv:2605.14169v1 Announce Type: new Abstract: Memory systems are critical for role-playing agents (RPAs) to maintain long-horizon consistency. However, existing RPA memory methods (e.g., profiling) https://prismix.dev/news/fee035fa31cb 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Why Retrieval-Augmented Generation Fails: A Graph Perspective arXiv:2605.14192v1 Announce Type: new Abstract: Retrieval-Augmented Generation (RAG) has become a powerful and widely used approach for improving large language models by grounding generation in retri https://prismix.dev/news/8b133a93bdcc 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png GradShield: Alignment Preserving Finetuning arXiv:2605.14194v1 Announce Type: new Abstract: Large Language Models (LLMs) pose a significant risk of safety misalignment after finetuning, as models can be compromised by both explicitly and implic https://prismix.dev/news/506d8d328ada 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png What Makes Words Hard? Sakura at BEA 2026 Shared Task on Vocabulary Difficulty Prediction arXiv:2605.14257v1 Announce Type: new Abstract: We describe two types of models for vocabulary difficulty prediction: a high-accuracy black-box model, which achieved the top shared task result in the https://prismix.dev/news/e2a88ca46e6c 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Auditing Agent Harness Safety arXiv:2605.14271v1 Announce Type: new Abstract: LLM agents increasingly run inside execution harnesses that dispatch tools, allocate resources, and route messages between specialized components. Howev https://prismix.dev/news/e05dc34c9ddc 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Factorization-Error-Free Discrete Diffusion Language Model via Speculative Decoding arXiv:2605.14305v1 Announce Type: new Abstract: Discrete diffusion language models improve generation efficiency through parallel token prediction, but standard $X_0$ prediction methods introduce fact https://prismix.dev/news/e1b3c623653c 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Ideology Prediction of German Political Texts arXiv:2605.14352v1 Announce Type: new Abstract: Elections represent a crucial milestone in a nation's ongoing development. To better understand the political rhetoric from various movements, ranging f https://prismix.dev/news/333bdd667aac 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png LLM-based Detection of Manipulative Political Narratives arXiv:2605.14354v1 Announce Type: new Abstract: We present a new computational framework for detecting and structuring manipulative political narratives. A task that became more important due to the s https://prismix.dev/news/90a892b5e2e7 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Reinforcement Learning with Semantic Rewards Enables Low-Resource Language Expansion without Alignment Tax arXiv:2605.14366v1 Announce Type: new Abstract: Extending large language models (LLMs) to low-resource languages often incurs an "alignment tax": improvements in the target language come at the cost o https://prismix.dev/news/f71b1f058a4e 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Where Should Diffusion Enter a Language Model? Geometry-Guided Hidden-State Replacement arXiv:2605.14368v1 Announce Type: new Abstract: Continuous diffusion language models lag behind autoregressive transformers, partly because diffusion is applied in spaces poorly suited to language den https://prismix.dev/news/31049b3219e2 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Mitigating Data Scarcity in Psychological Defense Classification with Context-Aware Synthetic Augmentation arXiv:2605.14380v1 Announce Type: new Abstract: Psychological defense mechanisms (PDMs) are unconscious cognitive processes that modulate how individuals perceive and respond to emotional distress. Au https://prismix.dev/news/aebe577251ab 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Agentic Recommender System with Hierarchical Belief-State Memory arXiv:2605.14401v1 Announce Type: new Abstract: Memory-augmented LLM agents have advanced personalized recommendation, yet existing approaches universally adopt flat memory representations that confla https://prismix.dev/news/12bb253e1f26 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Knowledge Beyond Language: Bridging the Gap in Multilingual Machine Unlearning Evaluation arXiv:2605.14404v1 Announce Type: new Abstract: While LLMs are increasingly used in commercial services, they pose privacy risks such as leakage of sensitive personally identifiable information (PII). https://prismix.dev/news/a4227d3d66fe 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Calculus-Based Framework for Determining Vocabulary Size in End-to-End ASR arXiv:2605.14427v1 Announce Type: new Abstract: In hybrid automatic speech recognition (ASR) systems, the vocabulary size is unambiguous, typically determined by the number of phones, bi-phones, or tr https://prismix.dev/news/757711d5721a 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Does RAG Know When Retrieval Is Wrong? Diagnosing Context Compliance under Knowledge Conflict arXiv:2605.14473v1 Announce Type: new Abstract: The Context-Compliance Regime in Retrieval-Augmented Generation (RAG) occurs when retrieved context dominates the final answer even when it conflicts wi https://prismix.dev/news/682fce82b96f 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Cross-Linguistic Transcription and Phonological Representation in the Hu\`it\'onggu\v{a}nx\`i Hu\'ay\'iy\`iy\v{u} arXiv:2605.14480v1 Announce Type: new Abstract: Purpose: This study investigates the transcription principles underlying Hu\`it\'onggu\v{a}nx\`i Hu\'ay\'iy\`iy\v{u} (HHY), a series of multilingual glo https://prismix.dev/news/66cc794c603f 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png GroupMemBench: Benchmarking LLM Agent Memory in Multi-Party Conversations arXiv:2605.14498v1 Announce Type: new Abstract: Large Language Model (LLM) agents increasingly serve as personal assistants and workplace collaborators, where their utility depends on memory systems t https://prismix.dev/news/a20f4aba7189 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Dimension-Level Intent Fidelity Evaluation for Large Language Models: Evidence from Structured Prompt Ablation arXiv:2605.14517v1 Announce Type: new Abstract: Holistic evaluation scores capture overall output quality but do not distinguish whether a model reproduced the structural form of a user's request from https://prismix.dev/news/1ec18809b354 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Language Generation as Optimal Control: Closed-Loop Diffusion in Latent Control Space arXiv:2605.14531v1 Announce Type: new Abstract: This work reformulates language generation as a stochastic optimal control problem, providing a unified theoretical perspective to analyze autoregressiv https://prismix.dev/news/429a93d50f05 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Learning from Failures: Correction-Oriented Policy Optimization with Verifiable Rewards arXiv:2605.14539v1 Announce Type: new Abstract: Reinforcement Learning with Verifiable Rewards (RLVR) has emerged as an effective paradigm for improving the reasoning capabilities of large language mo https://prismix.dev/news/78503657f8a0 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Uncertainty Quantification for Large Language Diffusion Models arXiv:2605.14570v1 Announce Type: new Abstract: Large Language Diffusion Models (LLDMs) are emerging as an alternative to autoregressive models, offering faster inference through higher parallelism. S https://prismix.dev/news/8df1cdb74d7f 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png EndPrompt: Efficient Long-Context Extension via Terminal Anchoring arXiv:2605.14589v1 Announce Type: new Abstract: Extending the context window of large language models typically requires training on sequences at the target length, incurring quadratic memory and comp https://prismix.dev/news/35fbbd7b6876 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SciPaths: Forecasting Pathways to Scientific Discovery arXiv:2605.14600v1 Announce Type: new Abstract: Scientific progress depends on sequences of enabling contributions, yet existing AI4Science benchmarks largely focus on citation prediction, literature https://prismix.dev/news/36e7a5874304 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png AI-assisted cultural heritage dissemination: Comparing NMT and glossary-augmented LLM translation in rock art documents arXiv:2605.14679v1 Announce Type: new Abstract: Cultural heritage institutions increasingly disseminate research and interpretive materials globally, but multilingual dissemination is constrained by l https://prismix.dev/news/93369e66d8a7 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Mechanical Enforcement for LLM Governance:Evidence of Governance-Task Decoupling in Financial Decision Systems arXiv:2605.14744v1 Announce Type: new Abstract: Large language models in regulated financial workflows are governed by natural-language policies that the same model interprets, creating a principal--a https://prismix.dev/news/286013f361cb 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining arXiv:2605.14747v1 Announce Type: new Abstract: Recent advances in multimodal large language models have driven growing interest in graphical user interface (GUI) agents, yet their generalization rema https://prismix.dev/news/458fe23e9c8b 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Non-linear Interventions on Large Language Models arXiv:2605.14749v1 Announce Type: new Abstract: Intervention is one of the most representative and widely used methods for understanding the internal representations of large language models (LLMs). H https://prismix.dev/news/51bdf75e5f4f 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Streaming Speech-to-Text Translation with a SpeechLLM arXiv:2605.14766v1 Announce Type: new Abstract: Normally, a system that translates speech into text consists of separate modules for speech recognition and text-to-text translation. Combining those ta https://prismix.dev/news/0ca3b847658c 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation arXiv:2605.14790v1 Announce Type: new Abstract: Research idea generation is the innovation-driving step of automated scientific research. Recently, large language models (LLMs) have shown potential fo https://prismix.dev/news/d77052ff5b15 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Conversion of Lexicon-Grammar tables to LMF. Application to French arXiv:2605.14816v1 Announce Type: new Abstract: We describe the first experiment of conversion of Lexicon-Grammar tables for French verbs into the Lexical Markup Framework (LMF) format. The Lexicon-Gr https://prismix.dev/news/1d4653129f9c 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Tokenizer Fertility and Zero-Shot Performance of Foundation Models on Ukrainian Legal Text: A Comparative Study arXiv:2605.14890v1 Announce Type: new Abstract: Foundation models tokenize Ukrainian legal text with vastly different efficiency, yet no systematic comparison exists for this domain. We benchmark seve https://prismix.dev/news/432c4046e52f 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Chain-of-Procedure: Hierarchical Visual-Language Reasoning for Procedural QA arXiv:2605.14928v1 Announce Type: new Abstract: Recent advances in vision-language models (VLMs) have achieved impressive results on standard image-text tasks, yet their potential for visual procedure https://prismix.dev/news/79087c1e02b7 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Performance-Driven Policy Optimization for Speculative Decoding with Adaptive Windowing arXiv:2605.14978v1 Announce Type: new Abstract: Speculative decoding accelerates LLM inference by having a lightweight draft model propose speculative windows of candidate tokens for parallel verifica https://prismix.dev/news/b2b31faf7c80 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Quantifying and Mitigating Premature Closure in Frontier LLMs arXiv:2605.15000v1 Announce Type: new Abstract: Premature closure, or committing to a conclusion before sufficient information is available, is a recognized contributor to diagnostic error but remains https://prismix.dev/news/713101994f74 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png The Scientific Contribution Graph: Automated Literature-based Technological Roadmapping at Scale arXiv:2605.15011v1 Announce Type: new Abstract: Scientific contributions rarely develop in isolation, but instead build upon prior discoveries. We formulate the task of automated technological roadmap https://prismix.dev/news/345383e1872b 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png COTCAgent: Preventive Consultation via Probabilistic Chain-of-Thought Completion arXiv:2605.15016v1 Announce Type: new Abstract: As large language models empower healthcare, intelligent clinical decision support has developed rapidly. Longitudinal electronic health records (EHR) p https://prismix.dev/news/027731fd9e6a 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From Scenes to Elements: Multi-Granularity Evidence Retrieval for Verifiable Multimodal RAG arXiv:2605.15019v1 Announce Type: new Abstract: Multimodal Retrieval-Augmented Generation (RAG) systems retrieve evidence at coarse granularities (entire images or scenes), creating a mismatch with fi https://prismix.dev/news/aba3850c270f 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png AI Knows When It's Being Watched: Functional Strategic Action and Contextual Register Modulation in Large Language Models arXiv:2605.15034v1 Announce Type: new Abstract: Large language models (LLMs) have been extensively studied from computational and cognitive perspectives, yet their behavior as communicative actors in https://prismix.dev/news/3d4e02a4be14 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Concurrency without Model Changes: Future-based Asynchronous Function Calling for LLMs arXiv:2605.15077v1 Announce Type: new Abstract: Function calling, also known as tool use, is a core capability of modern LLM agents but is typically constrained by synchronous execution semantics. Und https://prismix.dev/news/07b6369d7a7a 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ML-Embed: Inclusive and Efficient Embeddings for a Multilingual World arXiv:2605.15081v1 Announce Type: new Abstract: The development of high-quality text embeddings is increasingly drifting toward an exclusionary future, defined by three critical barriers: prohibitive https://prismix.dev/news/779a7a722e2d 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Improving Multi-turn Dialogue Consistency with Self-Recall Thinking arXiv:2605.15102v1 Announce Type: new Abstract: Large language model (LLM) based multi-turn dialogue systems often struggle to track dependencies across non-adjacent turns, undermining both consistenc https://prismix.dev/news/032b59f73c12 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From Text to Voice: A Reproducible and Verifiable Framework for Evaluating Tool Calling LLM Agents arXiv:2605.15104v1 Announce Type: new Abstract: Voice agents increasingly require reliable tool use from speech, whereas prominent tool-calling benchmarks remain text-based. We study whether verified https://prismix.dev/news/266cef21f61f 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png MeMo: Memory as a Model arXiv:2605.15156v1 Announce Type: new Abstract: Large language models (LLMs) achieve strong performance across a wide range of tasks, but remain frozen after pretraining until subsequent updates. Many https://prismix.dev/news/1f92ff3dd7b6 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Text Knows What, Tables Know When: Clinical Timeline Reconstruction via Retrieval-Augmented Multimodal Alignment arXiv:2605.15168v1 Announce Type: new Abstract: Reconstructing precise clinical timelines is essential for modeling patient trajectories and forecasting risk in complex, heterogeneous conditions like https://prismix.dev/news/b11ae49f9c87 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Is Grep All You Need? How Agent Harnesses Reshape Agentic Search arXiv:2605.15184v1 Announce Type: new Abstract: Recent advances in Large Language Model (LLM) agents have enabled complex agentic workflows where models autonomously retrieve information, call tools, https://prismix.dev/news/1709c2dd10a0 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png GraphBit: A Graph-based Agentic Framework for Non-Linear Agent Orchestration arXiv:2605.13848v1 Announce Type: cross Abstract: Agentic LLM frameworks that rely on prompted orchestration, where the model itself determines workflow transitions, often suffer from hallucinated rou https://prismix.dev/news/b43758a90f73 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Hormone-inspired Emotion Layer for Transformer language models (HELT) arXiv:2605.13858v1 Announce Type: cross Abstract: Large Language Models have demonstrated remarkable capabilities in generating contextually relevant and grammatically correct text. However, they fund https://prismix.dev/news/56966764852b 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png PREPING: Building Agent Memory without Tasks arXiv:2605.13880v1 Announce Type: cross Abstract: Agent memory is typically constructed either offline from curated demonstrations or online from post-deployment interactions. However, regardless of h https://prismix.dev/news/5ca2ad49e4d8 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From Descriptive to Prescriptive: Uncover the Social Value Alignment of LLM-based Agents arXiv:2605.14034v1 Announce Type: cross Abstract: Wide applications of LLM-based agents require strong alignment with human social values. However, current works still exhibit deficiencies in self-cog https://prismix.dev/news/6e3cb176f91e 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Enhanced and Efficient Reasoning in Large Learning Models arXiv:2605.14036v1 Announce Type: cross Abstract: In current Large Language Models we can trust the production of smoothly flowing prose on the basis of the principles of machine learning. However, th https://prismix.dev/news/49f828fa86d0 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Bridging Legal Interpretation and Formal Logic: Faithfulness, Assumption, and the Future of AI Legal Reasoning arXiv:2605.14049v1 Announce Type: cross Abstract: The growing adoption of large language models in legal practice brings both significant promise and serious risk. Legal professionals stand to benefit https://prismix.dev/news/0b7a2e03ab48 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Know When To Fold 'Em: Token-Efficient LLM Synthetic Data Generation via Multi-Stage In-Flight Rejection arXiv:2605.14062v1 Announce Type: cross Abstract: While synthetic data generation with large language models (LLMs) is widely used in post-training pipelines, existing approaches typically generate fu https://prismix.dev/news/640fbbb5fb69 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Benchmark for Early-stage Parkinson's Disease Detection from Speech arXiv:2605.14066v1 Announce Type: cross Abstract: Early-stage Parkinson's disease (EarlyPD) detection from speech is clinically meaningful yet underexplored, and published results are hard to compare https://prismix.dev/news/fa5bfd29f566 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png CRANE: Constrained Reasoning Injection for Code Agents via Nullspace Editing arXiv:2605.14084v1 Announce Type: cross Abstract: Code agents must both reason over long-horizon repository state and obey strict tool-use protocols. In paired Instruct/Thinking checkpoints, these cap https://prismix.dev/news/12856b37e3ac 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Pause and Reflect: Conformal Aggregation for Chain-of-Thought Reasoning arXiv:2605.14098v1 Announce Type: cross Abstract: Chain-of-thought (CoT) reasoning with self-consistency improves performance by aggregating multiple sampled reasoning paths. In this setting, correctn https://prismix.dev/news/4909d9bff412 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Thinking Ahead: Prospection-Guided Retrieval of Memory with Language Models arXiv:2605.14177v1 Announce Type: cross Abstract: Long-horizon personalization requires dialogue assistants to retrieve user-specific facts from extended interaction histories. In practice, many relev https://prismix.dev/news/111e7e0b68d1 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png QOuLiPo: What a quantum computer sees when it reads a book arXiv:2605.14188v1 Announce Type: cross Abstract: What does a book look like to a quantum computer? This paper takes eight classical works of the Renaissance and its late-antique inheritance -- from A https://prismix.dev/news/a1ea7c3f265d 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Hypergraph Enterprise Agentic Reasoner over Heterogeneous Business Systems arXiv:2605.14259v1 Announce Type: cross Abstract: Applying Large Language Models (LLMs) to heterogeneous enterprise systems is hindered by hallucinations and failures in multi-hop, n-ary reasoning. Ex https://prismix.dev/news/a1a74615d01f 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Web Agents Should Adopt the Plan-Then-Execute Paradigm arXiv:2605.14290v1 Announce Type: cross Abstract: ReAct has become the default architecture across LLM agents, and many existing web agents follow this paradigm. We argue that it is the wrong default https://prismix.dev/news/0cb7b5ec2913 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png To See is Not to Learn: Protecting Multimodal Data from Unauthorized Fine-Tuning of Large Vision-Language Model arXiv:2605.14291v1 Announce Type: cross Abstract: The rapid advancement of Large Vision-Language Models (LVLMs) is increasingly accompanied by unauthorized scraping and training on multimodal web data https://prismix.dev/news/c5cd87d53b7a 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Herculean: An Agentic Benchmark for Financial Intelligence arXiv:2605.14355v1 Announce Type: cross Abstract: As AI agents improve, the central question is no longer whether they can solve isolated well-defined financial tasks, but whether they can reliably ca https://prismix.dev/news/e4d5b80a2ab5 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Formative Study of Brief Affective Text as a Complement to Wearable Sensing for Longitudinal Student Health Monitoring arXiv:2605.14360v1 Announce Type: cross Abstract: Wearable devices capture physiological and behavioral data with increasing fidelity, but the psychological context shaping these outcomes is difficult https://prismix.dev/news/cca5712ee34d 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Nexus : An Agentic Framework for Time Series Forecasting arXiv:2605.14389v1 Announce Type: cross Abstract: Time series forecasting is not just numerical extrapolation, but often requires reasoning with unstructured contextual data such as news or events. Wh https://prismix.dev/news/26980c45078d 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SWE-Chain: Benchmarking Coding Agents on Chained Release-Level Package Upgrades arXiv:2605.14415v1 Announce Type: cross Abstract: Coding agents powered by large language models are increasingly expected to perform realistic software maintenance tasks beyond isolated issue resolut https://prismix.dev/news/d9ed1cd46f5f 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Think When Needed: Adaptive Reasoning-Driven Multimodal Embeddings with a Dual-LoRA Architecture arXiv:2605.14448v1 Announce Type: cross Abstract: Multimodal large language models (MLLMs) have emerged as a powerful backbone for multimodal embeddings. Recent methods introduce chain-of-thought (CoT https://prismix.dev/news/280c131465f3 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png When Retrieval Hurts Code Completion: A Diagnostic Study of Stale Repository Context arXiv:2605.14478v1 Announce Type: cross Abstract: Context: Retrieval-augmented code generation relies on cross-file repository context, but retrieved snippets may come from obsolete project states. Ob https://prismix.dev/news/4eac0913bacb 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Resolving Action Bottleneck: Agentic Reinforcement Learning Informed by Token-Level Energy arXiv:2605.14558v1 Announce Type: cross Abstract: Agentic reinforcement learning trains large language models using multi-turn trajectories that interleave long reasoning traces with short environment https://prismix.dev/news/c88b6e62fbbb 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Remember Your Trace: Memory-Guided Long-Horizon Agentic Framework for Consistent and Hierarchical Repository-Level Code Documentation arXiv:2605.14563v1 Announce Type: cross Abstract: Automated code documentation is essential for modern software development, providing the contextual grounding that both human developers and coding ag https://prismix.dev/news/35ad3346317d 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Mining Subscenario Refactoring Opportunities in Behaviour-Driven Software Test Suites: ML Classifiers and LLM-Judge Baselines arXiv:2605.14568v1 Announce Type: cross Abstract: Context. Behaviour-Driven Development (BDD) software test suites accumulate duplicated step subsequences. Three published refactoring patterns are ava https://prismix.dev/news/d987c8aaecf2 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Do We Really Need External Tools to Mitigate Hallucinations? SIRA: Shared-Prefix Internal Reconstruction of Attribution arXiv:2605.14621v1 Announce Type: cross Abstract: Large vision-language models (LVLMs) often hallucinate when language priors dominate weak or ambiguous visual evidence. Existing contrastive decoding https://prismix.dev/news/4a6aaf2b1c90 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Falkor-IRAC: Graph-Constrained Generation for Verified Legal Reasoning in Indian Judicial AI arXiv:2605.14665v1 Announce Type: cross Abstract: Legal reasoning is not semantic similarity search. A court judgment encodes constrained symbolic reasoning: precedent propagation, procedural state tr https://prismix.dev/news/3f3faa9e9218 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png IntentVLA: Short-Horizon Intent Modeling for Aliased Robot Manipulation arXiv:2605.14712v1 Announce Type: cross Abstract: Robot imitation data are often multimodal: similar visual-language observations may be followed by different action chunks because human demonstrators https://prismix.dev/news/9a62d320baab 2026-05-15 monthly 0.7 https://prismix.dev/news/bc892f4f1c63 2026-05-15 monthly 0.7 https://prismix.dev/news/c5a1a92e29cb 2026-05-15 monthly 0.7 tool.png Mullvad exit IPs are surprisingly identifying Article URL: https://tmctmt.com/posts/mullvad-exit-ips-as-a-fingerprinting-vector/ Comments URL: https://news.ycombinator.com/item?id=48143880 Points: 222 # Comments: 97 https://prismix.dev/news/a520ad42fba8 2026-05-15 monthly 0.7 https://external-preview.redd.it/KoiWe1Ifo_kNiJ3_ZamVI41CrDRr5pmIUDbaRqEVJeM.png?width=640&crop=smart&auto=webp&s=a21b36cd88972042c05f63ea1ee3f6de08060073 club-5060ti: practical RTX 5060 Ti local LLM notes and configs I put together a small public repo for RTX 5060 Ti 16GB local LLM setups: I took inspiration from the club-3090 repo, but this one is focused on documenting what we’ve actually tested on 5060 Ti hardw https://prismix.dev/news/b1da47ebf1ad 2026-05-15 monthly 0.7 https://prismix.dev/news/f2d607b8bbc3 2026-05-15 monthly 0.7 https://prismix.dev/news/edae97de31da 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12684/gradient.png Visual Aesthetic Benchmark: Can Frontier Models Judge Beauty? Abstract Current multimodal models struggle to match human expert aesthetic judgment in comparative image selection tasks, as demonstrated by the Visual Aesthetic Benchmark which reveals significant p https://prismix.dev/news/3cb34e1f3185 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13050/gradient.png Context Training with Active Information Seeking Abstract Context optimization methods enhanced with active information seeking via search and browser tools achieve superior performance across diverse domains while maintaining data efficiency and ro https://prismix.dev/news/de6df2a5fb4b 2026-05-15 monthly 0.7 https://prismix.dev/news/edbc4bf79306 2026-05-15 monthly 0.7 https://prismix.dev/news/06d9dae5c4e8 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.06607/gradient.png AI CFD Scientist: Toward Open-Ended Computational Fluid Dynamics Discovery with Physics-Aware AI Agents Abstract An AI system for computational fluid dynamics autonomously discovers physics corrections through vision-language verification and domain-specific code modification, outperforming general AI s https://prismix.dev/news/990d3551027e 2026-05-15 monthly 0.7 https://prismix.dev/news/125f0fc5a2fe 2026-05-15 monthly 0.7 https://prismix.dev/news/53a995a77e20 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.14306/gradient.png Towards Self-Evolving Agentic Literature Retrieval Abstract PaSaMaster is a self-evolving agentic literature retrieval system that improves academic search accuracy and cost efficiency through iterative intent analysis and evidence-based ranking. AI-g https://prismix.dev/news/7f932e53fb26 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.07865/gradient.png KL for a KL: On-Policy Distillation with Control Variate Baseline Abstract On-Policy Distillation with control variate baseline stabilizes training through policy-gradient reinforcement learning techniques while maintaining efficiency and performance. AI-generated s https://prismix.dev/news/3903e746aef0 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!-UVS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc44b00aa-b057-4698-a9c6-f8e73c7aaaf7_2289x1342.jpeg [AINews] Everything is Conductor an ultra quiet day lets us highlight a smaller trend. https://prismix.dev/news/8113bad302bf 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!14if!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2924a28c-c6c0-4c88-a77b-3a067a02110e_1132x1200.jpeg ThursdAI - May 14 - TML Interaction Models, Musk v Altman Disclosures, CW Sandboxes & /goal Takes Over Listen now | From CoreWeave // W&B - A fairly "chill" week in AI, we all move away from OpenClaws, a crazy supply chain attack and how to defend, CW sanboxes, Must suing OpenAI and /goal is the new Ra https://prismix.dev/news/d63242776908 2026-05-15 monthly 0.7 https://prismix.dev/news/8523db03e48c 2026-05-15 monthly 0.7 https://prismix.dev/news/4a3442a5ca8c 2026-05-15 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/c97320147e8c 2026-05-15 monthly 0.7 https://prismix.dev/news/1c73d0a455e9 2026-05-15 monthly 0.7 https://prismix.dev/news/55688a37904c 2026-05-15 monthly 0.7 https://prismix.dev/news/06cc2405ef6b 2026-05-15 monthly 0.7 https://prismix.dev/news/c44ad0492029 2026-05-15 monthly 0.7 https://preview.redd.it/0b3q4li2q61h1.png?width=640&crop=smart&auto=webp&s=1406ce87aac30aa1d4c5fce147e05ce542cc74ed I trained Qwen3.5 to jailbreak itself with RL, then used the failures to improve its defenses RL attackers are becoming a common pattern for automated red teaming: train a model against a live target, reward successful harmful compliance, then use the discovered attacks to harden the defender. https://prismix.dev/news/ac44ef52bf99 2026-05-15 monthly 0.7 https://preview.redd.it/vw9f4th3q61h1.png?width=640&crop=smart&auto=webp&s=63a7b9315772272d5b2c4c530be86f6b2f1dd2c3 Llama-Studio, WebUI for llama-server Management Hey all, I have built myself a WebUI for configuring and managing llama-server sessions, and want to share the code and concept. Python and a bit of JS. Hack away! Local only. https://github.com/m9430 https://prismix.dev/news/d2ed40034f05 2026-05-15 monthly 0.7 https://preview.redd.it/l5c80d0vm61h1.png?width=140&height=68&auto=webp&s=2300ebc716790dfb44f111a2547a08cc54380872 I Let a Small Model Train on Its Own Mistakes. It Reached 80% on HumanEval and Beat GPT-3.5 on Math A few months ago, I got stuck on one line in the DeepSeek-R1 paper. It said models could improve through verifiable rewards. That sounded almost magical to me. Not because it was impossible, but becau https://prismix.dev/news/c533eb9ba1b6 2026-05-15 monthly 0.7 https://prismix.dev/news/271f4c0bcb3d 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.08557/gradient.png MC-RFM: Geometry-Aware Few-Shot Adaptation via Mixed-Curvature Riemannian Flow Matching Abstract A novel Riemannian flow-matching framework for few-shot adaptation that models feature displacement on a mixed-curvature manifold combining hyperbolic and Euclidean spaces, outperforming exis https://prismix.dev/news/d114c357f862 2026-05-15 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/IMG_4131-rotated.jpg?resize=900,1200 What the jury will actually decide in the case of Elon Musk vs. Sam Altman Here's what the biggest tech court case of the year is all about. https://prismix.dev/news/3639d472b86a 2026-05-15 monthly 0.7 https://prismix.dev/news/eb690f8a5689 2026-05-15 monthly 0.7 https://prismix.dev/news/01c6163ff3d9 2026-05-15 monthly 0.7 https://prismix.dev/news/3bfb00e9b3cb 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!MX36!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F967bcd77-27ed-4487-bcc1-28c3d66d057c_2018x1576.png AI-Native Healthcare: 100M Doctor Visits, 10–20 Hours Saved, Prior Auth in Minutes — Janie Lee & Chai Asawa, Abridge How Abridge is quietly turning the patient and clinician conversation into the operating system of healthcare https://prismix.dev/news/2010055efbac 2026-05-15 monthly 0.7 https://prismix.dev/news/6f01eada2fb9 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13647/gradient.png FlowCompile: An Optimizing Compiler for Structured LLM Workflows Abstract FlowCompile is a structured LLM workflow compiler that optimizes complex multi-agent tasks by performing compile-time exploration of workflow configurations to balance accuracy and latency wi https://prismix.dev/news/bf1fd999a8ec 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.09806/gradient.png LEAD: Length-Efficient Adaptive and Dynamic Reasoning for Large Language Models Abstract LEAD is a method that dynamically adapts reasoning efficiency during training by using online calibration of correctness-efficiency trade-offs and adaptive problem-specific length targets to https://prismix.dev/news/afa27375bb3c 2026-05-15 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/GettyImages-2259661359.jpg?w=1024 Elon Musk’s SpaceXAI has been bleeding staff since its merger More than 50 employees have reportedly left Elon Musk’s newly merged SpaceXAI since February, raising questions about burnout, leadership changes, talent poaching, and whether liquidity events weakene https://prismix.dev/news/11ee97b003e6 2026-05-15 monthly 0.7 https://preview.redd.it/5pleq5b4861h1.png?width=140&height=91&auto=webp&s=5f80ce290c30e51700f9b9fd0f907ee56e9382b2 Follow the Mean: Reference-Guided Flow Matching [R] Follow the Mean: Reference-Guided Flow Matching: https://www.alphaxiv.org/abs/2605.10302 https://preview.redd.it/5pleq5b4861h1.png?width=1036&format=png&auto=webp&s=805940b079176b65c45bb10e5458ecce140 https://prismix.dev/news/675fde234ce9 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.06206/gradient.png Federation of Experts: Communication Efficient Distributed Inference for Large Language Models Abstract Federation of Experts restructures mixture of experts blocks into clusters that process KV heads independently, eliminating inter-node communication bottlenecks while maintaining generation q https://prismix.dev/news/e493493c1f59 2026-05-15 monthly 0.7 https://external-preview.redd.it/U8can3560PLZ8c48LKaJONvYmkvxgyFFL3FGvlQWKnM.png?width=640&crop=smart&auto=webp&s=271474beb1be19e92438dbbd89fd379eee9f4e8b A First Comprehensive Study of TurboQuant: Accuracy and Performance TL;DR from the article: FP8 via --kv-cache-dtype fp8 remains the best default for KV-cache quantization: it provides 2x KV-cache capacity with negligible accuracy loss, while matching BF16 on most per https://prismix.dev/news/ad2ef5506e1f 2026-05-15 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/App-view.png?resize=1200,675 OpenAI says Codex is coming to your phone The update gives users enhanced flexibility over how they can manage their workflows. https://prismix.dev/news/f3b83b318966 2026-05-15 monthly 0.7 https://prismix.dev/news/48188a347e41 2026-05-15 monthly 0.7 https://news.mit.edu/sites/default/files/images/202605/MIT-Knight-Hennessy2026-jiang-li.jpg Two from MIT named 2026 Knight-Hennessy Scholars The prestigious fellowship funds graduate studies at Stanford University. https://prismix.dev/news/10b6df28dfde 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11378/gradient.png An Empirical Study of Automating Agent Evaluation Abstract Automated agent evaluation using AI assistants requires specialized domain knowledge and procedural skills to achieve reliable results, as demonstrated by the EvalAgent system that improves e https://prismix.dev/news/f9a565c1626e 2026-05-15 monthly 0.7 https://prismix.dev/news/4490942d8a82 2026-05-15 monthly 0.7 https://prismix.dev/news/173325109b81 2026-05-15 monthly 0.7 https://prismix.dev/news/326607290d21 2026-05-15 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/3GtC4ObJd8RLwLe2OIIsyb/06f9c687583df8c348fa7c9ceac493ab/EF_Ep20_16.9.png?w=1600&h=900&fit=fill Sea's View on the Future of Agentic Software Development with Codex Sea Limited's CPO explains why the company is deploying Codex across engineering teams to accelerate AI-native software development in Asia. https://prismix.dev/news/b58f3d99eea7 2026-05-15 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/4i08f39LTE7HOZ0R3EKaKA/74f6008bbde015cfef96a14209f7673b/16_9.png?w=1600&h=900&fit=fill Codex is now in the ChatGPT mobile app Article URL: https://openai.com/index/work-with-codex-from-anywhere/ Comments URL: https://news.ycombinator.com/item?id=48140529 Points: 230 # Comments: 110 https://prismix.dev/news/a4e309532ea7 2026-05-15 monthly 0.7 https://external-preview.redd.it/Kxi67GgOvT-P0s8dMeoH6yend7f5s73ZyXdvNzWjRAA.jpeg?width=640&crop=smart&auto=webp&s=82682d651c63f6e19e061c1b191f02582fefcbb0 NVIDIA Reportedly Prepares RTX 5090 Price Hike Amid Rising GDDR7 Costs (maybe RTX 50 and PRO series as well)   submitted by   /u/panchovix [link]   [comments] https://prismix.dev/news/26c6cd205440 2026-05-15 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/GettyImages-2157738833.jpg?resize=1200,800 What happens when AI starts building itself? Richard Socher's new $650 million startup wants to build an AI that can research and improve itself indefinitely — and he insists it will actually ship products. https://prismix.dev/news/862d2b9ca289 2026-05-15 monthly 0.7 https://prismix.dev/news/222208f2c64f 2026-05-15 monthly 0.7 https://prismix.dev/news/98da1082a32f 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.10867/gradient.png BEACON: A Multimodal Dataset for Learning Behavioral Fingerprints from Gameplay Data Abstract BEACON is a large-scale multimodal dataset capturing diverse behavioral signals during competitive gaming to advance continuous authentication and behavioral biometrics research. AI-generated https://prismix.dev/news/6be9a6d48534 2026-05-15 monthly 0.7 https://prismix.dev/news/cb7236bf370a 2026-05-15 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/nvidia-vera-rubin-pod.webp How the NVIDIA Vera Rubin Platform is Solving Agentic AI’s Scale-Up Problem Agentic inference has fundamentally changed the runtime dynamics of inference workloads by introducing non-deterministic trajectories—actions, observations,... https://prismix.dev/news/0fd3080f5741 2026-05-15 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/Lake-Tahoe-town-1152x648.jpg Energy supplier abandons Lake Tahoe residents to serve data centers Town’s 49,000 California residents compete with Nevada data centers for energy. https://prismix.dev/news/dd85aab1a359 2026-05-15 monthly 0.7 https://techcrunch.com/wp-content/uploads/2025/10/Screenshot-2025-10-06-at-1.13.28PM.png?resize=1200,670 OpenAI is reportedly preparing legal action against Apple; it wouldn’t be the first partner to feel burned According to Bloomberg, OpenAI has enlisted an outside law firm to work through its options. https://prismix.dev/news/c3222d02eb79 2026-05-15 monthly 0.7 https://prismix.dev/news/c69ee9be68cb 2026-05-15 monthly 0.7 https://prismix.dev/news/5af583344345 2026-05-15 monthly 0.7 https://prismix.dev/news/24e2911629d9 2026-05-15 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/clawdmeter-edit.png?resize=1200,827 Clawdmeter turns your Claude Code usage stats into a tiny desktop dashboard A new open source gadget called Clawdmeter turns Claude Code usage stats into a tiny desktop dashboard for AI coding power users. https://prismix.dev/news/3ac618219d4a 2026-05-15 monthly 0.7 https://prismix.dev/news/7e2522d223de 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.10315/gradient.png Active Tabular Augmentation via Policy-Guided Diffusion Inpainting Abstract Tabular augmentation policy combines diffusion inpainting with a learner-conditioned policy to improve downstream model performance under data scarcity. AI-generated summary Generative tabula https://prismix.dev/news/071ef486161e 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/blog/ibm-granite/granite-embedding-multilingual-r2.png Granite Embedding Multilingual R2: Open Apache 2.0 Multilingual Embeddings with 32K Context — Best Sub-100M Retrieval Quality Back to Articles Granite Embedding Multilingual R2: Open Apache 2.0 Multilingual Embeddings with 32K Context — Best Sub-100M Retrieval Quality Enterprise Article Published May 14, 2026 Upvote - Radu F https://prismix.dev/news/4f6294d58676 2026-05-15 monthly 0.7 https://preview.redd.it/uicubbg6951h1.png?width=140&height=84&auto=webp&s=d449debd520eb0707acbc1562f8b36227d83bffa Introducing cyankiwi AWQ 4-bit Quantization — 26.05 update In standard AWQ, per-channel scales and quantization ranges are picked in separate steps: scales first, then the quantization parameters. But they're not independent, i.e., the rounding error from one https://prismix.dev/news/1cc0794b1e71 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!TJW7!,w_1200,h_675,c_fill,f_jpg,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2c731d5e-68ca-4054-894f-659601de6a66_2048x1536.jpeg First public macOS kernel memory corruption exploit on Apple M5 Article URL: https://blog.calif.io/p/first-public-kernel-memory-corruption Comments URL: https://news.ycombinator.com/item?id=48139219 Points: 208 # Comments: 37 https://prismix.dev/news/731c5e14d167 2026-05-15 monthly 0.7 /static/og-image.png AI is making me dumb Article URL: https://jpain.io/god-damn-ai-is-making-me-dumb/ Comments URL: https://news.ycombinator.com/item?id=48139148 Points: 205 # Comments: 134 https://prismix.dev/news/cb91d7418881 2026-05-15 monthly 0.7 https://prismix.dev/news/c7a46042bd4b 2026-05-15 monthly 0.7 https://prismix.dev/news/f038f84ae34e 2026-05-15 monthly 0.7 https://prismix.dev/news/78da23c89811 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12733/gradient.png From Generalist to Specialist Representation Abstract Nonparametric identifiability results establish foundational guarantees for extracting task-relevant representations from generalist models without parametric assumptions or interventions. AI https://prismix.dev/news/d48a2bfbc6d2 2026-05-15 monthly 0.7 https://prismix.dev/news/ef98e0bfcd28 2026-05-15 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/GettyImages-2171717851-1152x648.jpg Your doctor’s AI notetaker may be making things up, Ontario audit finds Made-up therapy referrals, incorrect prescriptions among the common mistakes. https://prismix.dev/news/e3b9b3647483 2026-05-15 monthly 0.7 https://prismix.dev/news/3412d01e89b2 2026-05-15 monthly 0.7 https://prismix.dev/news/b49814b94bc2 2026-05-15 monthly 0.7 https://prismix.dev/news/cbbf28da041d 2026-05-15 monthly 0.7 https://opengraph.githubassets.com/673451d5a7a05159998f7ed9d8621ed1a6091115afe457c1432317293455e0ca/DepthFirstDisclosures/Nginx-Rift New Nginx Exploit Article URL: https://github.com/DepthFirstDisclosures/Nginx-Rift Comments URL: https://news.ycombinator.com/item?id=48138268 Points: 267 # Comments: 59 https://prismix.dev/news/e2a3f6622540 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.08583/gradient.png Source or It Didn't Happen: A Multi-Agent Framework for Citation Hallucination Detection Abstract CiteTracer is a multi-agent system that detects fabricated citations by classifying them into a 12-code taxonomy and using structured extraction, evidence retrieval, and specialized classifie https://prismix.dev/news/e18d07992453 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13841/gradient.png EVA-Bench: A New End-to-end Framework for Evaluating Voice Agents Abstract EVA-Bench presents a comprehensive evaluation framework for voice agents that simulates realistic conversations and measures performance across multiple voice-specific failure modes using nov https://prismix.dev/news/15d6bf20b3b7 2026-05-15 monthly 0.7 https://prismix.dev/news/135eaf11d97a 2026-05-15 monthly 0.7 https://arkadiyt.com/images/rav4/rav4.png Removing the modem and GPS from my 2024 RAV4 hybrid Article URL: https://arkadiyt.com/2026/05/13/removing-the-modem-and-gps-from-my-rav4/ Comments URL: https://news.ycombinator.com/item?id=48138136 Points: 258 # Comments: 107 https://prismix.dev/news/a76cb61a3f00 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13037/gradient.png MAP: A Map-then-Act Paradigm for Long-Horizon Interactive Agent Reasoning Abstract Interactive LLM agents suffer from delayed environmental perception and epistemic bottlenecks due to reactive understanding during execution, which the proposed Map-then-Act Paradigm (MAP) ad https://prismix.dev/news/b9659e3b2c51 2026-05-15 monthly 0.7 https://external-preview.redd.it/pEIdT4vOntURFzcYXfflYPO7G7CtBCE-pBgtgIMUg_4.jpeg?width=640&crop=smart&auto=webp&s=568a3467b8ad58dc4f31a8ac3a0fbd9708ce346c VS Code's new "Agents window" lets you use local AI models. Still requires an Internet connection and a Github Copilot plan (because we can't have nice things) At first I was excited to see this, but I guess I'll wait till someone figures out what people actually want   submitted by   /u/_wsgeorge [link]   [comments] https://prismix.dev/news/68aa10301666 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13292/gradient.png IndicMedDialog: A Parallel Multi-Turn Medical Dialogue Dataset for Accessible Healthcare in Indic Languages Abstract A parallel multi-turn medical dialogue dataset spanning English and nine Indic languages is introduced, along with a fine-tuned model using parameter-efficient adaptation for personalized sym https://prismix.dev/news/2553baccbfd4 2026-05-15 monthly 0.7 https://external-preview.redd.it/hj2L_ZebdK28vyBGqfnRIgv7vAWNLM26ofsls4RPAgo.png?width=640&crop=smart&auto=webp&s=129b3a26587def40cc6bc202f5b2a084e0a5a409 inclusionAI/Ring-2.6-1T · Hugging Face Introducing Ring-2.6-1T: a trillion-parameter flagship reasoning model designed for real-world complex task scenarios, making it available to developers, researchers, and enterprise environments for v https://prismix.dev/news/c7ad877297bf 2026-05-15 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/Cerebras-Nasdaq-opening-bell.png?resize=1200,695 Cerebras raises $5.5B, kicking off 2026’s IPO season with a bang A year ago, it looked like this day would never happen for Cerebras. https://prismix.dev/news/45c25bea765b 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.08978/gradient.png Learning to Explore: Scaling Agentic Reasoning via Exploration-Aware Policy Optimization Abstract Agents use variational inference to evaluate exploratory actions and selectively explore only when uncertainty is high, improving performance on text-based and GUI-based benchmarks. AI-genera https://prismix.dev/news/5b48612c45be 2026-05-15 monthly 0.7 https://prismix.dev/news/eb47881c3051 2026-05-15 monthly 0.7 https://scottjg.com/posts/2026-05-05-egpu-mac-gaming/macos-egpu.jpg RTX 5090 and M4 MacBook Air: Can It Game? Article URL: https://scottjg.com/posts/2026-05-05-egpu-mac-gaming/ Comments URL: https://news.ycombinator.com/item?id=48137145 Points: 200 # Comments: 57 https://prismix.dev/news/3f0985bebc63 2026-05-15 monthly 0.7 https://prismix.dev/news/64ec27553832 2026-05-15 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/Synthetic-Ian-Crosby.jpg?resize=1200,800 Khosla Ventures is betting $10M on Ian Crosby, whose last startup, Bench, imploded Crosby is building Synthetic, a fully autonomous AI bookkeeping service for other startups. https://prismix.dev/news/8efc29a626ca 2026-05-15 monthly 0.7 https://prismix.dev/news/ef25bb1c543b 2026-05-15 monthly 0.7 https://prismix.dev/news/6490b514380a 2026-05-15 monthly 0.7 https://cdn.mos.cms.futurecdn.net/3jd3yz7VBpd9cM9AFR5C8A-2000-80.jpg Claude AI recovers an 11 yrs old BTC wallet holding 400k USD Article URL: https://www.tomshardware.com/tech-industry/cryptocurrency/bitcoin-trader-recovers-usd400-000-using-claude-ai-after-losing-wallet-password-11-years-ago-bot-tried-3-5-trillion-passwords-bef https://prismix.dev/news/5c1908f5776e 2026-05-15 monthly 0.7 https://prismix.dev/news/ae5a056ea258 2026-05-15 monthly 0.7 https://prismix.dev/news/8a76567a94f4 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.05806/gradient.png Retrieval from Within: An Intrinsic Capability of Attention-Based Models Abstract INTRA demonstrates that attention-based models can perform retrieval directly from internal representations, unifying retrieval and generation while improving evidence recall and answer quali https://prismix.dev/news/e8e78cb1a018 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!yueO!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2b5a175a-ee6a-4efc-8b31-bd15fe1503c1_900x667.jpeg AI #168: Not Leading the Future This is what a lull looks like at this point. https://prismix.dev/news/43ff8b6f10ea 2026-05-15 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/chuck-robbins-2270936687.jpg?resize=1200,865 Cisco cuts nearly 4,000 jobs to spend more on AI, reports ‘record quarterly revenue’ This is Cisco's latest layoff in recent years, while the company's chief executive touts record revenue and growth. https://prismix.dev/news/9e9f96ca4cfd 2026-05-15 monthly 0.7 https://prismix.dev/news/8b9a686d25b3 2026-05-15 monthly 0.7 https://techcrunch.com/wp-content/uploads/2024/05/sb200_trophy.png?w=1080 Two weeks left: Startup Battlefield 200 applications close May 27 Your shot at VC access, global visibility, TechCrunch coverage, and $100K equity-free funding is running out. Deadline to apply is May 27. Apply now. https://prismix.dev/news/543298b38988 2026-05-15 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/Wirestock-team.jpg?resize=1200,675 Wirestock raises $23M to supply creative multi-modal data to AI labs Wirestock has over 700,000 creators on its platform, which supplies photos, videos and 3D content to AI labs. https://prismix.dev/news/1721650b47d8 2026-05-15 monthly 0.7 https://external-preview.redd.it/ZzhlMGlsZnJ0MzFoMS2HPgnVgjLYyUhKxHp1OJeETDpFFcqAutJBOZdqBoal.png?width=640&crop=smart&auto=webp&s=a72b86768ec40988f60f7d3823fd3130763973bb Got local Qwen 3.5/3.6 generating meeting summaries entirely offline on an M4 Max. Demo with Wi-Fi off. This is the future. I'm the founder behind Hedy, an AI meeting app. I'm a huge supporter of Local AI, and we've been working on making it "consumer friendly". Speech recognition in Hedy has always run on-device (whisper. https://prismix.dev/news/cbca61e876f9 2026-05-15 monthly 0.7 https://prismix.dev/news/0d57b1c3cfb6 2026-05-15 monthly 0.7 https://prismix.dev/news/53cf1744f1ca 2026-05-15 monthly 0.7 https://wp.technologyreview.com/wp-content/uploads/2026/05/Elastic-iStock-2224485239.jpg?w=1289 Data readiness for agentic AI in financial services Financial services companies have unique needs when it comes to business AI. They operate in one of the most highly regulated sectors while responding to external events that are updated by the second https://prismix.dev/news/8df52fba33cc 2026-05-15 monthly 0.7 https://wp.technologyreview.com/wp-content/uploads/2026/05/EDB-Report-2026-cover-FINAL.png Establishing AI and data sovereignty in the age of autonomous systems When generative AI first moved from research labs into real-world business applications, enterprises made a tacit bargain: “Capability now, control later.” Feed your proprietary data into third-party https://prismix.dev/news/18f13afbd690 2026-05-15 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/4i08f39LTE7HOZ0R3EKaKA/74f6008bbde015cfef96a14209f7673b/16_9.png?w=1600&h=900&fit=fill Work with Codex from anywhere Use Codex anywhere with the ChatGPT mobile app. Monitor, steer, and approve coding tasks in real time across devices and remote environments. https://prismix.dev/news/54ab00db4706 2026-05-15 monthly 0.7 https://prismix.dev/news/029cc0cbcba1 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.04651/gradient.png FAAST: Forward-Only Associative Learning via Closed-Form Fast Weights for Test-Time Supervised Adaptation Abstract FAAST enables efficient task adaptation by compiling labeled examples into fast weights through forward-only computation, achieving significant speedup and memory savings over traditional bac https://prismix.dev/news/f1456bd83bdb 2026-05-15 monthly 0.7 https://prismix.dev/news/3fd946f59e19 2026-05-15 monthly 0.7 https://external-preview.redd.it/MHJhYnpiNHRpMzFoMd6IxAv3cs5Y-IywEOtoas0HKnedP41CeKs-YOO7iBwD.png?width=640&crop=smart&auto=webp&s=0fe114bd74527939a5800bbd8bb1ee300726d6f1 Scenema Audio: Zero-shot expressive voice cloning and speech generation We've been building Scenema Audio as part of our video production platform at scenema.ai, and we're releasing the model weights and inference code. The core idea: emotional performance and voice ident https://prismix.dev/news/a774b865fcfb 2026-05-15 monthly 0.7 https://prismix.dev/news/8c7f14463c4b 2026-05-15 monthly 0.7 https://prismix.dev/news/6d3b6e271199 2026-05-15 monthly 0.7 https://external-preview.redd.it/Lt-TmjfB_LtH_Cqa0Z3Xix2rg9F-U8c6sn7_fQx62cc.png?width=140&height=75&auto=webp&s=ac62361c16c0634626a3acbebaa09d35cfdab0c2 [Benchmark] 5090RTX: Promt Parsing, Token Generation and Power Level Inspired by https://www.reddit.com/r/LocalLLaMA/comments/1tayu5t/stop_wasting_electricity/ I've decided to put my 5090 to test and see how do the curves look like for the device and whether there were https://prismix.dev/news/2f6c6a25303b 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12556/gradient.png M2Retinexformer: Multi-Modal Retinexformer for Low-Light Image Enhancement Abstract A multi-modal deep learning framework enhances low-light images by integrating depth cues, luminance priors, and semantic features through cross-attention fusion and adaptive gating mechanism https://prismix.dev/news/99b0b41a292a 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13030/gradient.png FeatCal: Feature Calibration for Post-Merging Models Abstract Feature drift analysis in model merging leads to FeatCal, a calibration method that reduces performance gaps through layer-wise weight updates without gradient descent, achieving superior ben https://prismix.dev/news/adf3283b862f 2026-05-15 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/GettyImages-2243556893-1024x648.jpg Desperate Trump taps "Tim Apple," Jensen Huang, Elon Musk to attend Xi summit Xi meeting may force Trump to pivot on semiconductor tariffs and Taiwan. https://prismix.dev/news/3b2c693967d8 2026-05-15 monthly 0.7 https://prismix.dev/news/b854976519ee 2026-05-15 monthly 0.7 https://external-preview.redd.it/MmRhbzl0c2J3MjFoMXlytpuT0pgJ7ZTJg1HfkLEZ87pTC9gWgjXhZstLkJiP.png?width=640&crop=smart&auto=webp&s=a0c157cd95443b265009ef48bdb43fa2f19306e9 Automated AI researcher running locally with llama.cpp Hi everyone, I'm happy to share ml-intern, which is a harness for agents to have tighter integration with Hugging Face's open-source libraries (transformers, datasets, trl, etc) and Hub infrastructure https://prismix.dev/news/a0dd54e63762 2026-05-15 monthly 0.7 https://prismix.dev/news/7c7637213e6b 2026-05-15 monthly 0.7 https://s0.wp.com/_si/?t=eyJpbWciOiJodHRwczpcL1wvaTAud3AuY29tXC9zdHJhdGVjaGVyeS5jb21cL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMThcLzAzXC9jcm9wcGVkLWFuZHJvaWQtY2hyb21lLTUxMng1MTItMS5wbmc_Zml0PTUxMiUyQzUxMiZzc2w9MSIsInR4dCI6IlN0cmF0ZWNoZXJ5IGJ5IEJlbiBUaG9tcHNvbiIsInRlbXBsYXRlIjoiZWRnZSIsImZvbnQiOiIiLCJibG9nX2lkIjoxODgwNDM0MTV9.5VWck4PcKPWCTPe_HVznn3n3xsgn-G0b3d2OeiNNC7cMQ An Interview with Ben Thompson at the MoffettNathanson Media, Internet & Communications Conference An interview with me about the implications of the compute shortage on Aggregation Theory, consumer AI, and more. https://prismix.dev/news/e0c779132004 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13542/gradient.png RealICU: Do LLM Agents Understand Long-Context ICU Data? A Benchmark Beyond Behavior Imitation Abstract RealICU benchmark evaluates large language models for ICU decision support using hindsight-annotated patient trajectories, revealing limitations in clinical recommendation accuracy and early https://prismix.dev/news/dec747b91ecc 2026-05-15 monthly 0.7 https://prismix.dev/news/2e35d79f45af 2026-05-15 monthly 0.7 https://prismix.dev/news/6089c2d5568a 2026-05-15 monthly 0.7 https://external-preview.redd.it/d2cyNzc1ZHZrMjFoMQTkwgeObKTFg5fPX_CAi9JM9dmzJCVEk8nmjgrJwyZv.png?width=640&crop=smart&auto=webp&s=c7bd11e210e917f47c63f6a385fed4f8b31a7539 Built an open-source one-prompt-to-cinematic-reel pipeline on a single GPU — FLUX.2 [klein] for character keyframes, Wan2.2-I2V for animation, vision critic with auto-retry, music + 9-language narration in the same pipeline Shipped this for the AMD x lablab hackathon. Attached video is one of the actual reels the pipeline produced - one English sentence in, finished mp4 with characters, story, music, and voice-over out ( https://prismix.dev/news/49e454d40049 2026-05-15 monthly 0.7 https://prismix.dev/news/2806eef4d639 2026-05-15 monthly 0.7 https://prismix.dev/news/e32f4333b7e8 2026-05-15 monthly 0.7 https://wp.technologyreview.com/wp-content/uploads/2026/05/Hoeckele-deepfake-02_5e2848.jpg?w=2000 The shock of seeing your body used in deepfake porn When Jennifer got a job doing research for a nonprofit in 2023, she ran her new professional headshot through a facial recognition program. She wanted to see if the tech would pull up the porn videos https://prismix.dev/news/4d19859d890a 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13481/gradient.png PersonalAI 2.0: Enhancing knowledge graph traversal/retrieval with planning mechanism for Personalized LLM Agents Abstract PersonalAI 2.0 enhances LLM-based systems through external knowledge graph integration with dynamic multistage query processing and adaptive information search mechanisms. AI-generated summar https://prismix.dev/news/6e4ed7137356 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.09591/gradient.png From Pixels to Concepts: Do Segmentation Models Understand What They Segment? Abstract CAFE is a new benchmark for evaluating concept-faithful segmentation in promptable models through attribute-level counterfactual manipulation, revealing that accurate mask prediction does not https://prismix.dev/news/c262f2740b1e 2026-05-15 monthly 0.7 https://prismix.dev/news/d0859d43e41b 2026-05-15 monthly 0.7 https://prismix.dev/news/626384e8a668 2026-05-15 monthly 0.7 https://prismix.dev/news/90accd2914ae 2026-05-15 monthly 0.7 https://opengraph.githubassets.com/3eb126fb2c0d9e7f5b8a45f668bf542870222a1794335e18606bf240bfcaac34/oven-sh/bun/pull/30412 Rewrite Bun in Rust has been merged Article URL: https://github.com/oven-sh/bun/pull/30412 Comments URL: https://news.ycombinator.com/item?id=48132488 Points: 306 # Comments: 362 https://prismix.dev/news/2e18151ae376 2026-05-15 monthly 0.7 https://prismix.dev/news/f7951fddbd45 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13757/gradient.png FrameSkip: Learning from Fewer but More Informative Frames in VLA Training Abstract FrameSkip is a data-layer frame selection method that improves VLA policy training by prioritizing high-importance frames based on action variation and visual-coherence metrics. AI-generated https://prismix.dev/news/f5495266cb59 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.09433/gradient.png Offline Preference Optimization for Rectified Flow with Noise-Tracked Pairs Abstract Rectified flow models require prior noise information for effective preference optimization, which PNAPO addresses by augmenting preference data with noise samples and employing dynamic regul https://prismix.dev/news/620f1dd92d77 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.10616/gradient.png MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image Abstract Multimodal tabular learning benchmarks reveal that task-specific embedding tuning improves performance over frozen pretrained embeddings, particularly when modalities provide complementary pr https://prismix.dev/news/c8a5655a23b5 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12004/gradient.png Learning Agentic Policy from Action Guidance Abstract Agentic reinforcement learning for large language models leverages action data from human interactions as reference guidance to improve exploration and reduce dependence on costly supervised https://prismix.dev/news/78dc0035555c 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13087/gradient.png Vividh-ASR: A Complexity-Tiered Benchmark and Optimization Dynamics for Robust Indic Speech Recognition Abstract Research identifies studio-bias in multilingual ASR fine-tuning and proposes R-MFT method to improve spontaneous speech performance while maintaining efficiency. AI-generated summary Fine-tun https://prismix.dev/news/1eeeb1abec68 2026-05-15 monthly 0.7 https://external-preview.redd.it/NGswcmkydWpvMTFoMXl6cA6cTH-x0YUK4XdhQwqJIovzZ8dNrHI0BO3M_pZ7.png?width=640&crop=smart&auto=webp&s=629c56ccbffe1aeafa57a50476086e1bac1c40fc Computer-use MCP that can control multiple machines (Integrate with claude, Cursor, Codex or your custom harness) Hey everyone, We built opendesk: it lets AI agents control your desktop using computer use MCP that can integrate with your custom workflow. Today we shipped something a bit wild: Your AI can now see, https://prismix.dev/news/a8a13d866377 2026-05-15 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/55242809761_199f3d15fd_k.jpg?resize=1200,800 Who decides what AI tells you? Campbell Brown, once Meta’s news chief, has thoughts "The conversation is sort of happening in Silicon Valley around one thing, and a totally different conversation is happening among consumers." https://prismix.dev/news/d408e626ff2f 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12995/gradient.png F-GRPO: Factorized Group-Relative Policy Optimization for Unified Candidate Generation and Ranking Abstract A unified framework combines candidate generation and ranking in a single autoregressive model using factorized group-relative policy optimization to address credit assignment challenges in e https://prismix.dev/news/93a34d85095a 2026-05-15 monthly 0.7 https://prismix.dev/news/4360fa6e71ef 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12411/gradient.png Predicting Decisions of AI Agents from Limited Interaction through Text-Tabular Modeling Abstract AI agents can predict counterpart decisions in negotiation games by combining tabular features with LLM-based text representations and hidden states from a frozen observer model, outperformin https://prismix.dev/news/bb42128523ad 2026-05-15 monthly 0.7 https://preview.redd.it/enkuqo7vg11h1.png?width=140&height=74&auto=webp&s=fa91ed16898a6daec4307fd05bbe23d556342193 Integrating 3D Heat Equation into a PINN for Real-Time Aerospace Simulation (C++ WASM Engine)[P] Hey everyone, I’ve been exploring Physics-Informed Neural Networks (PINNs) to solve high-velocity thermal problems. I built Met-Shield , a re-entry simulator that uses a PINN to predict thermal gradie https://prismix.dev/news/e5fe8b20d818 2026-05-15 monthly 0.7 https://techcrunch.com/wp-content/uploads/2023/11/gavel-messy-legal.jpg?resize=1200,675 Clio’s $500M milestone arrives just as Anthropic ups the ante Legal tech startups, including Clio, which just hit $500 million in ARR, are seeing massive customer adoption. https://prismix.dev/news/6c7ff351b08f 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.10268/gradient.png MemReread: Enhancing Agentic Long-Context Reasoning via Memory-Guided Rereading Abstract MemReread addresses long-context reasoning challenges by avoiding intermediate retrieval and employing question decomposition with rereading to recover discarded information, maintaining line https://prismix.dev/news/547d8296e300 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.05704/gradient.png SafeHarbor: Hierarchical Memory-Augmented Guardrail for LLM Agent Safety Abstract SafeHarbor is a novel framework for LLM agents that establishes precise decision boundaries through context-aware defense rules, featuring a hierarchical memory system and self-evolution mech https://prismix.dev/news/c2d54e0070ed 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12587/gradient.png TrackCraft3R: Repurposing Video Diffusion Transformers for Dense 3D Tracking Abstract TrackCraft3R enables efficient dense 3D tracking from monocular video by adapting video diffusion transformers to follow physical points across frames using dual-latent representation and tem https://prismix.dev/news/4e81d7865ea7 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12975/gradient.png Retrieval is Cheap, Show Me the Code: Executable Multi-Hop Reasoning for Retrieval-Augmented Generation Abstract Multi-hop question answering is reformulated as program synthesis and execution, enabling structured reasoning, deterministic feedback, and improved performance over existing retrieval-augmen https://prismix.dev/news/439d727a63cd 2026-05-15 monthly 0.7 https://prismix.dev/news/637444dcf05d 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Learning When to Act: Communication-Efficient Reinforcement Learning via Run-Time Assurance arXiv:2605.12561v1 Announce Type: new Abstract: Safe reinforcement learning (RL) typically asks $\textit{what}$ an agent should do. We ask $\textit{when}$ it needs to act, and show that a single polic https://prismix.dev/news/1193b039230e 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png CAWI: Copula-Aligned Weight Initialization for Randomized Neural Networks arXiv:2605.12580v1 Announce Type: new Abstract: Randomized neural networks (RdNNs) enable efficient, backpropagation-free training by freezing randomly initialized input-to-hidden weights, which permi https://prismix.dev/news/1e7460a44575 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Towards Robust Federated Multimodal Graph Learning under Modality Heterogeneity arXiv:2605.12584v1 Announce Type: new Abstract: Recently, multimodal graph learning (MGL) has garnered significant attention for integrating diverse modality information and structured context to supp https://prismix.dev/news/afe26a5abcd3 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png OceanCBM: A Concept Bottleneck Model for Mechanistic Interpretability in Ocean Forecasting arXiv:2605.12639v1 Announce Type: new Abstract: Extreme ocean phenomena are challenging not only to predict but to diagnose, as accurate forecasts alone do not reveal the underlying physical drivers. https://prismix.dev/news/cc151c9e8d56 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Learning to Decide with AI Assistance under Human-Alignment arXiv:2605.12646v1 Announce Type: new Abstract: It is widely agreed that when AI models assist decision-makers in high-stakes domains by predicting an outcome of interest, they should communicate the https://prismix.dev/news/01b096621b4a 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Population Risk Bounds for Kolmogorov-Arnold Networks Trained by DP-SGD with Correlated Noise arXiv:2605.12648v1 Announce Type: new Abstract: We establish the first population risk bounds for Kolmogorov-Arnold Networks (KANs) trained by mini-batch SGD with gradient clipping, covering non-priva https://prismix.dev/news/4503723de0ba 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Runtime Monitoring of Perception-Based Autonomous Systems via Embedding Temporal Logic arXiv:2605.12651v1 Announce Type: new Abstract: Runtime monitoring of autonomous systems traditionally relies on mapping continuous sensor observations to discrete logical propositions defined over lo https://prismix.dev/news/8e278c71ef93 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Multi-Rollout On-Policy Distillation via Peer Successes and Failures arXiv:2605.12652v1 Announce Type: new Abstract: Large language models are often post-trained with sparse verifier rewards, which indicate whether a sampled trajectory succeeds but provide limited guid https://prismix.dev/news/80f287053be7 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Plan Before You Trade: Inference-Time Optimization for RL Trading Agents arXiv:2605.12653v1 Announce Type: new Abstract: Reinforcement learning agents for portfolio management are typically trained and deployed as static policies, with no mechanism for using price forecast https://prismix.dev/news/40a149231848 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png scShapeBench: Discovering geometry from high dimensional scRNAseq data arXiv:2605.12662v1 Announce Type: new Abstract: High-dimensional point cloud data arise across many scientific domains, especially single-cell biology. The shapes or topologies of these datasets deter https://prismix.dev/news/11fc63a91e40 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ODRPO: Ordinal Decompositions of Discrete Rewards for Robust Policy Optimization arXiv:2605.12667v1 Announce Type: new Abstract: The alignment of Large Language Models (LLMs) utilizes Reinforcement Learning from AI Feedback (RLAIF) for non-verifiable domains such as long-form ques https://prismix.dev/news/0a2611f15840 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Parallel-in-Time Training of Recurrent Neural Networks for Dynamical Systems Reconstruction arXiv:2605.12683v1 Announce Type: new Abstract: Reconstructing nonlinear dynamical systems (DS) from data (DSR) is a fundamental challenge in science and engineering, but it inherently relies on seque https://prismix.dev/news/423644aaf96e 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Unified Perspective for Learning Graph Representations Across Multi-Level Abstractions arXiv:2605.12685v1 Announce Type: new Abstract: Graph Self-Supervised Learning (GSSL) has emerged as a powerful paradigm for generating high-quality representations for graph-structured data. While mu https://prismix.dev/news/1c15074ba515 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png IGT-OMD: Implicit Gradient Transport for Decision-Focused Learning under Delayed Feedback arXiv:2605.12693v1 Announce Type: new Abstract: Decision-focused learning trains predictive models end-to-end against downstream decision loss, but online settings suffer delayed feedback: outcomes ma https://prismix.dev/news/f8475af587fd 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Modeling Heterophily in Multiplex Graphs: An Adaptive Approach for Node Classification arXiv:2605.12699v1 Announce Type: new Abstract: Existing multiplex graph models often assume homophily, where connected nodes tend to belong to the same class or share similar attributes. Consequently https://prismix.dev/news/877715384dfd 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png UFO: A Domain-Unification-Free Operator Framework for Generalized Operator Learning arXiv:2605.12700v1 Announce Type: new Abstract: Neural operators have become an effective framework for learning mappings between function spaces, yet most existing architectures realize operators wit https://prismix.dev/news/55cf80229f17 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Do Fair Models Reason Fairly? Counterfactual Explanation Consistency for Procedural Fairness in Credit Decisions arXiv:2605.12701v1 Announce Type: new Abstract: Machine learning algorithms in socially sensitive domains (e.g., credit decisions) often focus on equalizing predictive outcomes. However, satisfying th https://prismix.dev/news/b81530a84413 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Early Data Exposure Improves Robustness to Subsequent Fine-Tuning arXiv:2605.12705v1 Announce Type: new Abstract: How can we train models whose post-trained capabilities survive subsequent fine-tuning? Rather than focusing on downstream interventions to mitigate for https://prismix.dev/news/328fde7f656d 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png A Resampling-Based Framework for Network Structure Learning in High-Dimensional Data arXiv:2605.12706v1 Announce Type: new Abstract: RSNet is an open-source R package that provides a resampling-based framework for robust and interpretable network inference, designed to address the lim https://prismix.dev/news/ea18bf69bd17 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Spectral Energy Centroid: a Metric for Improving Performance and Analyzing Spectral Bias in Implicit Neural Representations arXiv:2605.12709v1 Announce Type: new Abstract: Implicit Neural Representations (INRs) model continuous signals using multilayer perceptrons (MLPs), enabling compact, differentiable, and high-fidelity https://prismix.dev/news/94d1f52945fe 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Layer-wise Representation Dynamics: An Empirical Investigation Across Embedders and Base LLMs arXiv:2605.12714v1 Announce Type: new Abstract: Hidden states change substantially across the layers of modern language models, but most layer-wise analyses focus on one aspect of that change. We prop https://prismix.dev/news/669fd1e686f6 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Scaling Laws for Mixture Pretraining Under Data Constraints arXiv:2605.12715v1 Announce Type: new Abstract: As language models scale, the amount of data they require grows -- yet many target data sources, such as low-resource languages or specialized domains, https://prismix.dev/news/fb99d11383bf 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Before the Last Token: Diagnosing Final-Token Safety Probe Failures arXiv:2605.12726v1 Announce Type: new Abstract: Final-token safety probes monitor a single hidden state after prompt prefill, but jailbreak prompts can contain probe-visible unsafe evidence distribute https://prismix.dev/news/a6f01b8b891e 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From Generalist to Specialist Representation arXiv:2605.12733v1 Announce Type: new Abstract: Given a generalist model, learning a task-relevant specialist representation is fundamental for downstream applications. Identifiability, the asymptotic https://prismix.dev/news/65b52f055cb2 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ConRetroBert: EMA Stabilized Dual Encoders for Template-Based Single-Step Retrosynthesis arXiv:2605.12736v1 Announce Type: new Abstract: Template based single step retrosynthesis predicts reactants by selecting and applying an explicit reaction template, making each prediction traceable t https://prismix.dev/news/909428e263be 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Learning with Rare Success but Rich Feedback via Reflection-Enhanced Self-Distillation arXiv:2605.12741v1 Announce Type: new Abstract: Enabling Large Language Models (LLMs) to continuously improve from environmental interactions is a central challenge in post-training. While on-policy s https://prismix.dev/news/f15d9f029d23 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Low-Rank Adapters Initialization via Gradient Surgery for Continual Learning arXiv:2605.12752v1 Announce Type: new Abstract: LoRA is widely adopted for continual fine-tuning of Large Language Models due to its parameter efficiency, modularity across tasks, and compatibility wi https://prismix.dev/news/2b101ef70bc2 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Constraint-Aware Flow Matching: Decision Aligned End-to-End Training for Constrained Sampling arXiv:2605.12754v1 Announce Type: new Abstract: Deep generative models provide state-of-the-art performance across a wide array of applications, with recent studies showing increasing applicability fo https://prismix.dev/news/836fbe804091 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Predicting Channel Closures in the Lightning Network with Machine Learning arXiv:2605.12759v1 Announce Type: new Abstract: The Lightning Network (LN) is a second-layer protocol for Bitcoin designed to enable fast and cost-efficient off-chain transactions. Channels in the LN https://prismix.dev/news/842261abbdfc 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Multi-Quantile Regression for Extreme Precipitation Downscaling arXiv:2605.12762v1 Announce Type: new Abstract: Deep super-resolution networks for precipitation downscaling achieve strong bulk skill yet systematically under-predict the heavy-tail events that drive https://prismix.dev/news/66d31e64e050 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png State-Space NTK Collapse Near Bifurcations arXiv:2605.12763v1 Announce Type: new Abstract: Rich feature learning in tasks that unfold over time often requires the model to pass through bifurcations, constituting qualitative changes in the unde https://prismix.dev/news/a44e16535231 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Inference-Time Machine Unlearning via Gated Activation Redirection arXiv:2605.12765v1 Announce Type: new Abstract: Large Language Models memorize vast amounts of training data, raising concerns regarding privacy, copyright infringement, and safety. Machine unlearning https://prismix.dev/news/5f3f4dc4e7e5 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png WriteSAE: Sparse Autoencoders for Recurrent State arXiv:2605.12770v1 Announce Type: new Abstract: We introduce WriteSAE, the first sparse autoencoder that decomposes and edits the matrix cache write of state-space and hybrid recurrent language models https://prismix.dev/news/649af8213409 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Graph-Based Financial Fraud Detection with Calibrated Risk Scoring and Structural Regularization arXiv:2605.12782v1 Announce Type: new Abstract: Financial transaction fraud prevention faces challenges such as complex relationship structures, concealed behavioral patterns, and dynamically changing https://prismix.dev/news/44bd465d102e 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ToolMol: Evolutionary Agentic Framework for Multi-objective Drug Discovery arXiv:2605.12784v1 Announce Type: new Abstract: Advances in large language models (LLMs) have recently opened new and promising avenues for small-molecule drug discovery. Yet existing LLM-based approa https://prismix.dev/news/8443025841ee 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Identifying the nonlinear string dynamics with port-Hamiltonian neural networks arXiv:2605.12785v1 Announce Type: new Abstract: Hybrid machine learning combines physical knowledge with data-driven models to enhance interpretability and performance. In this context, Port-Hamiltoni https://prismix.dev/news/3e9034db684e 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From Heuristics to Analytics: Forecasting Effort and Progress in Online Learning arXiv:2605.12788v1 Announce Type: new Abstract: Sustained effort is essential for realizing the benefits of intelligent tutoring systems (ITS), yet many learners disengage or underuse available practi https://prismix.dev/news/fd0382c574dd 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SoK: A Comprehensive Analysis of the Current Status of Neural Tangent Generalization Attacks with Research Directions arXiv:2605.12792v1 Announce Type: new Abstract: There is recently a serious issue that Deep Neural Networks (DNNs) training uses more and more unauthorized data. A clean-label generalization attack, o https://prismix.dev/news/f9e058a58ee7 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer arXiv:2605.12798v1 Announce Type: new Abstract: Fine-tuning LLMs on narrow harmful datasets can induce Emergent Misalignment (EM), where models exhibit misaligned behavior far beyond the fine-tuning d https://prismix.dev/news/d0d12dbed482 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Pitfalls of Unlabeled Disagreement-Based Drift Detection in Streaming Tree Ensembles arXiv:2605.12803v1 Announce Type: new Abstract: Detecting concept drift in high-speed data streams remains challenging, particularly when models must operate on unlabeled data and avoid false alarms c https://prismix.dev/news/368481159e9c 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Discrete MeanFlow: One-Step Generation via Conditional Transition Kernels arXiv:2605.12805v1 Announce Type: new Abstract: MeanFlow enables one-step generation in continuous spaces by learning an average velocity over a time interval rather than the instantaneous velocity fi https://prismix.dev/news/e08d348586eb 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Neurodata Without Boredom: Benchmarking Agentic AI for Data Reuse arXiv:2605.12808v1 Announce Type: new Abstract: Neuroscience data are highly fragmented across labs, formats, and experimental paradigms, and reuse often requires substantial manual effort. A persiste https://prismix.dev/news/583aa62a6715 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Correcting Influence: Unboxing LLM Outputs with Orthogonal Latent Spaces arXiv:2605.12809v1 Announce Type: new Abstract: A critical step for reliable large language models (LLMs) use in healthcare is to attribute predictions to their training data, akin to a medical case s https://prismix.dev/news/1c4a3c8128fb 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png AGOP as Explanation: From Feature Learning to Per-Sample Attribution in Image Classifiers arXiv:2605.12816v1 Announce Type: new Abstract: The Average Gradient Outer Product (AGOP) governs feature learning in neural networks: the Neural Feature Ansatz states that weight Gram matrices at eac https://prismix.dev/news/10d64e516a70 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Training Large Language Models to Predict Clinical Events arXiv:2605.12817v1 Announce Type: new Abstract: Longitudinal clinical notes contain rich evidence of how patients evolve over time, but converting this signal into training supervision for clinical pr https://prismix.dev/news/8d43525ed129 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Hessian Matching for Machine-Learned Coarse-Grained Molecular Dynamics arXiv:2605.12823v1 Announce Type: new Abstract: Coarse-grained (CG) molecular dynamics enables simulations of atomic systems such as biomolecules at timescales inaccessible to all-atom (AA) methods, b https://prismix.dev/news/a0487abb8fa6 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion arXiv:2605.12825v1 Announce Type: new Abstract: We introduce Orthrus, a simple and efficient dual-architecture framework that unifies the exact generation fidelity of autoregressive Large Language Mod https://prismix.dev/news/d303e9545fa8 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Quantifying Potential Observation Missingness in Inverse Reinforcement Learning arXiv:2605.12831v1 Announce Type: new Abstract: Inverse reinforcement learning (IRL), which infers reward functions from demonstrations, is a valuable tool for modeling and understanding decision-maki https://prismix.dev/news/e6219b8beeed 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Discrete Stochastic Localization for Non-autoregressive Generation arXiv:2605.12836v1 Announce Type: new Abstract: Continuous diffusion is a natural framework for non-autoregressive generation but has generally lagged behind masked discrete diffusion models (MDMs) on https://prismix.dev/news/196a000cc968 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Bayesian Model Merging arXiv:2605.12843v1 Announce Type: new Abstract: Model merging aims to combine multiple task-specific expert models into a single model without joint retraining, offering a practical alternative to mul https://prismix.dev/news/3e1ed504cf9c 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Multitask Multimodal Fusion with Tabular Foundation Models for Peak and Durability Prediction of Pertussis Booster Response arXiv:2605.12852v1 Announce Type: new Abstract: Pertussis booster vaccination produces immune responses that vary widely across individuals in both peak magnitude and long-term durability. These two p https://prismix.dev/news/13b8bfdc964c 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png SMA: Submodular Modality Aligner For Data Efficient Multimodal Learning arXiv:2605.12872v1 Announce Type: new Abstract: Despite the recent success of Multimodal Foundation Models (FMs), their reliance on massive paired datasets limits their applicability in low-data and r https://prismix.dev/news/70673302e434 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Descriptive Collision in Sparse Autoencoder Auto-Interpretability: When One Explanation Describes Many Features arXiv:2605.12874v1 Announce Type: new Abstract: Sparse autoencoders (SAEs) are now standard tools for decomposing language model activations into interpretable features, and automated interpretability https://prismix.dev/news/0597cb84bd0f 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Certified Robustness under Heterogeneous Perturbations via Hybrid Randomized Smoothing arXiv:2605.12876v1 Announce Type: new Abstract: Randomized smoothing provides strong, model-agnostic robustness certificates, but existing guarantees are limited to single modalities, treating continu https://prismix.dev/news/eb18111c96f9 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ASAP: Amortized Doubly-Stochastic Attention via Sliced Dual Projection arXiv:2605.12879v1 Announce Type: new Abstract: Doubly-stochastic attention has emerged as a transport-based alternative to row-softmax attention, with recent Transformer variants using it to reduce a https://prismix.dev/news/ebe4959c9674 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png RISED: A Pre-Deployment Safety Evaluation Framework for Clinical AI Decision-Support Systems arXiv:2605.12895v1 Announce Type: new Abstract: Aggregate accuracy metrics dominate the evaluation of clinical AI decision-support systems but do not detect deployment-phase failures of input reliabil https://prismix.dev/news/e36e43d790cc 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png VIP-COP: Context Optimization for Tabular Foundation Models arXiv:2605.12904v1 Announce Type: new Abstract: Tabular foundation models (TFMs) have emerged as a powerful paradigm for in-context learning on structured data, enabling direct prediction on new tabul https://prismix.dev/news/9465293448c9 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Data Difficulty and the Generalization--Extrapolation Tradeoff in LLM Fine-Tuning arXiv:2605.12906v1 Announce Type: new Abstract: Data selection during supervised fine-tuning (SFT) can critically change the behavior of large language models (LLMs). Although existing work has studie https://prismix.dev/news/aa0ab217ee52 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Revisiting DAgger in the Era of LLM-Agents arXiv:2605.12913v1 Announce Type: new Abstract: Long-horizon LM agents learn from multi-turn interaction, where a single early mistake can alter the subsequent state distribution and derail the whole https://prismix.dev/news/0aab6a69e2eb 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png IV-ICL: Bounding Causal Effects with Instrumental Variables via In-Context Learning arXiv:2605.12924v1 Announce Type: new Abstract: The instrumental-variables (IV) setting is standard for partial identification of causal effects when unobserved confounding makes point identification https://prismix.dev/news/c26a2b1bed1b 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png The Efficiency Gap in Byte Modeling arXiv:2605.12928v1 Announce Type: new Abstract: Modern language models have historically relied on two dominant design choices: subword tokenization and autoregressive (AR) ordering. These design deci https://prismix.dev/news/45ece1552193 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png The Expressivity Boundary of Probabilistic Circuits: A Comparison with Large Language Models arXiv:2605.12940v1 Announce Type: new Abstract: Probabilistic Circuits (PCs) are deep generative models that support exact and efficient probabilistic inference. Yet in autoregressive language modelin https://prismix.dev/news/d48001156824 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Reinforced Collaboration in Multi-Agent Flow Networks arXiv:2605.12943v1 Announce Type: new Abstract: Multi-agent systems provide a powerful way to extend large language models (LLMs) by decomposing a complex task into specialized subtasks handled by dif https://prismix.dev/news/028a74af3d9e 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png From Instance Selection to Fixed-Pool Data Recipe Search for Supervised Fine-Tuning arXiv:2605.12944v1 Announce Type: new Abstract: Supervised fine-tuning (SFT) data selection is commonly formulated as instance ranking: score each example and retain a top-$k$ subset. However, effecti https://prismix.dev/news/143486caf1af 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Separating Shortcut Transition from Cross-Family OOD Failure in a Minimal Model arXiv:2605.12945v1 Announce Type: new Abstract: Shortcut features are often invoked to explain out-of-distribution (OOD) failure, but training correlation, learned shortcut use, and test-time failure https://prismix.dev/news/d68ee320d3df 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png U-HNO: A U-shaped Hybrid Neural Operator with Sparse-Point Adaptive Routing for Non-stationary PDE Dynamics arXiv:2605.12965v1 Announce Type: new Abstract: Solutions to many partial differential equations (PDEs) display coexisting smooth global transport and localized sharp features within a single trajecto https://prismix.dev/news/5dda767abde8 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Controlling Logical Collapse in LLMs via Algebraic Ontology Projection over F2 arXiv:2605.12968v1 Announce Type: new Abstract: Do large language models internally encode ontological relations in a formally verifiable algebraic structure? We introduce Algebraic Ontology Projectio https://prismix.dev/news/5c1e422a5931 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Revisiting Reinforcement Learning with Verifiable Rewards from a Contrastive Perspective arXiv:2605.12969v1 Announce Type: new Abstract: RLVR has become a widely adopted paradigm for improving LLMs' reasoning capabilities, and GRPO is one of its most representative algorithms. In this pap https://prismix.dev/news/11e16fe2a9a9 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png CoRe-Gen: Robust Spectrum-to-Structure Generation under Imperfect Fingerprint Conditions arXiv:2605.12980v1 Announce Type: new Abstract: Molecular structure elucidation from tandem mass spectra (MS/MS) remains challenging, particularly for de novo generation beyond database coverage. A co https://prismix.dev/news/b8bd4d1e7316 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Decision Tree Learning on Product Spaces arXiv:2605.12983v1 Announce Type: new Abstract: Decision tree learning has long been a central topic in theoretical computer science, driven by its practical importance. A fundamental and widely used https://prismix.dev/news/ba05d86ff4c7 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Not Just RLHF: Why Alignment Alone Won't Fix Multi-Agent Sycophancy arXiv:2605.12991v1 Announce Type: new Abstract: LLM-based multi-agent pipelines flip from correct to incorrect answers under simulated peer disagreement at rates we term yield, a vulnerability widely https://prismix.dev/news/5fef3708540a 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png DP-Muon: Differentially Private Optimization via Matrix-Orthogonalized Momentum arXiv:2605.12994v1 Announce Type: new Abstract: We study differentially private (DP) training with Muon, a matrix-valued optimizer that updates hidden-layer weights using momentum followed by Newton-- https://prismix.dev/news/9feff5e2ec24 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png F-GRPO: Factorized Group-Relative Policy Optimization for Unified Candidate Generation and Ranking arXiv:2605.12995v1 Announce Type: new Abstract: Traditional retrieval pipelines optimize utility through stages of candidate retrieval and reranking, where ranking operates over a predefined candidate https://prismix.dev/news/989cdf0aacb6 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Frequency Bias and OOD Generalization in Neural Operators under a Variable-Coefficient Wave Equation arXiv:2605.12997v1 Announce Type: new Abstract: Neural operators learn to map initial conditions to the terminal solution of partial differential equations (PDEs), providing a surrogate for the full o https://prismix.dev/news/fa38796af926 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png \emph{DRIFT}: A Benchmark for Task-Free Continual Graph Learning with Continuous Distribution Shifts arXiv:2605.12998v1 Announce Type: new Abstract: Continual graph learning (CGL) aims to learn from dynamically evolving graphs while mitigating catastrophic forgetting. Existing CGL approaches typicall https://prismix.dev/news/6a3a66d69749 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png JEDI: Joint Embedding Diffusion World Model for Online Model-Based Reinforcement Learning arXiv:2605.13013v1 Announce Type: new Abstract: Diffusion world models have recently become competitive for online model-based reinforcement learning, but current approaches expose a tension: pixel di https://prismix.dev/news/7ed2cefab7a7 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Rethinking Efficient Graph Coarsening via a Non-Selfishness Principle arXiv:2605.13021v1 Announce Type: new Abstract: Graph coarsening is a graph dimensionality reduction technique that aims to construct a smaller and more tractable graph while preserving the essential https://prismix.dev/news/8bc8f400a2a0 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Offline Two-Player Zero-Sum Markov Games with KL Regularization arXiv:2605.13025v1 Announce Type: new Abstract: We study the problem of learning Nash equilibria in offline two-player zero-sum Markov games. While existing approaches often rely on explicit pessimism https://prismix.dev/news/2a19960ce49d 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Understanding and Accelerating the Training of Masked Diffusion Language Models arXiv:2605.13026v1 Announce Type: new Abstract: Masked diffusion models (MDMs) have emerged as a promising alternative to autoregressive models (ARMs) for language modeling. However, MDMs are known to https://prismix.dev/news/cdf67ea421ce 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png FeatCal: Feature Calibration for Post-Merging Models arXiv:2605.13030v1 Announce Type: new Abstract: Model merging combines task experts into one model and avoids joint training, retraining, or deploying many expert models, but the merged model often st https://prismix.dev/news/c0af8e84bd82 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png What Information Matters? Graph Out-of-Distribution Detection via Tri-Component Information Decomposition arXiv:2605.13032v1 Announce Type: new Abstract: Graph neural networks are widely used for node classification, but they remain vulnerable to out-of-distribution (OOD) shifts in node features and graph https://prismix.dev/news/4ca6c6d12a94 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Large Language Models Lack Temporal Awareness of Medical Knowledge arXiv:2605.13045v1 Announce Type: new Abstract: The existing methods for evaluating the medical knowledge of Large Language Models (LLMs) are largely based on atemporal examination-style benchmarks, w https://prismix.dev/news/abcf8163c065 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Bridging Domain Gaps with Target-Aligned Generation for Offline Reinforcement Learning arXiv:2605.13054v1 Announce Type: new Abstract: Cross-domain offline reinforcement learning aims to adapt a policy from a source domain to a target domain using only pre-collected datasets, where envi https://prismix.dev/news/9377e3e68282 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Ergodic Trajectory Design by Learned Pushforward Maps: Provable Coverage via Conditional Flow Matching arXiv:2605.13063v1 Announce Type: new Abstract: Designing continuous trajectories whose time-averaged occupancy provably matches a prescribed spatial density (the \emph{ergodic coverage} problem) is c https://prismix.dev/news/6c739d0fc056 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Local Inverse Geometry Can Be Amortized arXiv:2605.13068v1 Announce Type: new Abstract: Nonlinear inverse problems often trade inexpensive but fragile first-order updates against curvature-aware methods such as Gauss-Newton and Levenberg-Ma https://prismix.dev/news/7d46d9035645 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Spectral Flattening Is All Muon Needs: How Orthogonalization Controls Learning Rate and Convergence arXiv:2605.13079v1 Announce Type: new Abstract: Muon orthogonalizes the momentum buffer before each update, replacing its singular values with ones via Newton-Schulz iterations. This simple change let https://prismix.dev/news/90e271d43453 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Bayesian Nonparametric Mixed-Effect ODEs with Gaussian Processes arXiv:2605.13088v1 Announce Type: new Abstract: Dynamical modelling is central to many scientific domains, including pharmacometrics, systems biology, physiology, and epidemiology. In these settings, https://prismix.dev/news/fde8e9ed3754 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Margin-calibrated Classifier Guidance for Property-driven Synthesis Planning arXiv:2605.13101v1 Announce Type: new Abstract: Synthesis planning seeks an efficient sequence of chemical reactions that produce a target molecule. Typically, a pretrained single-step (autoregressive https://prismix.dev/news/99efd4cd5784 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png MLGIB: Multi-Label Graph Information Bottleneck for Expressive and Robust Message Passing arXiv:2605.13126v1 Announce Type: new Abstract: Graph Neural Networks (GNNs) suffer from over-squashing in deep message passing, where information from exponentially growing neighborhoods is compresse https://prismix.dev/news/a34e1d942236 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ERPPO: Entropy Regularization-based Proximal Policy Optimization arXiv:2605.13131v1 Announce Type: new Abstract: Multi-Agent Proximal Policy Optimization (MAPPO) is a variant of the Proximal Policy Optimization (PPO) algorithm, specifically tailored for multi-agent https://prismix.dev/news/6adb51c13f05 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png KAST-BAR: Knowledge-Anchored Semantically-Dynamic Topology Brain Autoregressive Modeling for Universal Neural Interpretation arXiv:2605.13133v1 Announce Type: new Abstract: While EEG foundation models have shown significant potential in universal neural decoding across tasks, their advancement remains constrained by the ina https://prismix.dev/news/24d05db5f7d8 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Collaborating in Multi-Armed Bandits with Strategic Agents arXiv:2605.13145v1 Announce Type: new Abstract: We study collaborative learning in multi-agent Bayesian bandit problems, where strategic agents collectively solve the same bandit instance. While multi https://prismix.dev/news/cb5834693c4f 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Understanding Generalization through Decision Pattern Shift arXiv:2605.13148v1 Announce Type: new Abstract: Understanding why deep neural networks (DNNs) fail to generalize to unseen samples remains a long-standing challenge. Existing studies mainly examine ch https://prismix.dev/news/c29d1a93119f 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Continual Fine-Tuning of Large Language Models via Program Memory arXiv:2605.13162v1 Announce Type: new Abstract: Parameter-Efficient Fine-Tuning (PEFT), particularly Low-Rank Adaptation (LoRA), has become a standard approach for adapting Large Language Models (LLMs https://prismix.dev/news/46c22a2f6744 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Finding the Weakest Link: Adversarial Attack against Multi-Agent Communications arXiv:2605.13170v1 Announce Type: new Abstract: Multi-agent systems rely on communication for information sharing and action coordination, which exposes a vulnerability to attacks. We investigate sing https://prismix.dev/news/9195f35ced3b 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Do Heavy Tails Help Diffusion? On the Subtle Trade-off Between Initialization and Training arXiv:2605.13175v1 Announce Type: new Abstract: Recent works have proposed incorporating heavy-tailed (HT) noise into diffusion- and flow-based generative models, with the goals of better recovering t https://prismix.dev/news/adbd9531fc77 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png Stable Attention Response for Reliable Precipitation Nowcasting arXiv:2605.13181v1 Announce Type: new Abstract: Precipitation nowcasting remains challenging due to the highly localized, rapidly evolving, and heterogeneous nature of atmospheric dynamics. Although r https://prismix.dev/news/9719c84b64e8 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png N-vium: Mixture-of-Exits Transformer for Accelerated Exact Generation arXiv:2605.13190v1 Announce Type: new Abstract: Improving the inference efficiency of autoregressive transformers typically means reducing FLOPs per token, usually through approximations that degrade https://prismix.dev/news/01a127b841a6 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png ECG-NAT: A Self-supervised Neighborhood Attention Transformer for Multi-lead Electrocardiogram Classification arXiv:2605.13194v1 Announce Type: new Abstract: Electrocardiogram (ECG) arrhythmia classification remains challenging due to signal variability, noise, limited labeled data, and the difficulty in achi https://prismix.dev/news/1edbdc88665f 2026-05-15 monthly 0.7 /static/browse/0.3.4/images/arxiv-logo-fb.png McCast: Memory-Guided Latent Drift Correction for Long-Horizon Precipitation Nowcasting arXiv:2605.13197v1 Announce Type: new Abstract: Existing precipitation nowcasting methods typically adopt an autoregressive formulation, where future states are predicted from previous outputs. Howeve https://prismix.dev/news/b205cd86d4ec 2026-05-15 monthly 0.7 https://www.anthropic.com/api/opengraph-illustration?name=Object%20Store&backgroundColor=clay Claude for Small Business Article URL: https://www.anthropic.com/news/claude-for-small-business Comments URL: https://news.ycombinator.com/item?id=48130950 Points: 220 # Comments: 148 https://prismix.dev/news/57848fd93897 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.09942/gradient.png HAGE: Harnessing Agentic Memory via RL-Driven Weighted Graph Evolution Abstract HAGE introduces a weighted multi-relational memory framework that enables query-conditioned traversal over unified relational memory graphs, improving long-horizon reasoning accuracy through https://prismix.dev/news/488b6a173fa4 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!uqHa!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1f3bb92f-f1bd-4329-9b9c-64c681eec378_1290x874.png [AINews] Codex Rises, Claude Meters Programmatic Usage a quiet day lets us report on a long trend of the major coding agents https://prismix.dev/news/e1491ba835a0 2026-05-15 monthly 0.7 https://preview.redd.it/p9cd2zmfy01h1.png?width=140&height=56&auto=webp&s=fd1f3545b0efc0e42e9d014caa1aa2f83f0f409a Continual Harness: Online Adaptation for Self-Improving Foundation Agents [R] https://preview.redd.it/p9cd2zmfy01h1.png?width=2000&format=png&auto=webp&s=a8e99bac438c2505d97ed3716983aa731da855f8 Sharing a new paper from the GPP and PokeAgent teams. Gemini Plays Pokémon (GPP) wa https://prismix.dev/news/198ee97ecc64 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12825/gradient.png Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion Abstract Orthrus is a dual-architecture framework that combines autoregressive LLMs with diffusion models to achieve fast parallel token generation while maintaining exact inference fidelity through s https://prismix.dev/news/f8ceff0de9a1 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13779/gradient.png MinT: Managed Infrastructure for Training and Serving Millions of LLMs Abstract MinT is a managed infrastructure system that enables efficient low-rank adaptation training and serving by keeping base models resident and moving lightweight adapter revisions, scaling acros https://prismix.dev/news/3d29a59ab630 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13724/gradient.png AnyFlow: Any-Step Video Diffusion Model with On-Policy Flow Map Distillation Abstract AnyFlow introduces a novel any-step video diffusion distillation framework that improves upon consistency distillation by optimizing full ODE sampling trajectories through flow-map transition https://prismix.dev/news/b9d70ae50ea9 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13511/gradient.png Many-Shot CoT-ICL: Making In-Context Learning Truly Learn Abstract Many-shot in-context learning for reasoning tasks exhibits different scaling behaviors than non-reasoning tasks, with demonstration ordering and selection significantly impacting performance. https://prismix.dev/news/c6d572114593 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11680/gradient.png ShapeCodeBench: A Renewable Benchmark for Perception-to-Program Reconstruction of Synthetic Shape Scenes Abstract ShapeCodeBench presents a synthetic benchmark for perception-to-program reconstruction where models generate executable drawing programs from raster images, evaluated on multiple metrics incl https://prismix.dev/news/26fafead01f3 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13565/gradient.png Qwen-Image-VAE-2.0 Technical Report Abstract Qwen-Image-VAE-2.0 is a high-compression Variational Autoencoder suite that improves reconstruction fidelity and diffusability through enhanced architecture, large-scale training, and semanti https://prismix.dev/news/80949848818a 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13775/gradient.png RoboEvolve: Co-Evolving Planner-Simulator for Robotic Manipulation with Limited Data Abstract RoboEvolve combines vision-language and video generation models in a co-evolutionary framework to enable scalable robotic manipulation with improved data efficiency and continuous learning ca https://prismix.dev/news/cc20b8885b18 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13831/gradient.png Training Long-Context Vision-Language Models Effectively with Generalization Beyond 128K Context Abstract Long-context continued pre-training enhances vision-language models' ability to handle extended documents while maintaining performance across diverse contexts through strategic data mixture https://prismix.dev/news/c96274783c40 2026-05-15 monthly 0.7 https://prismix.dev/news/0291598897e3 2026-05-15 monthly 0.7 https://prismix.dev/news/2db857e31fa5 2026-05-15 monthly 0.7 https://prismix.dev/news/9432d143a984 2026-05-15 monthly 0.7 https://external-preview.redd.it/ZWk4Mm5vdHVpMDFoMcAkaZGHa6mta0gUHMMs9-vsmENRsz55xrobsaCiKwhX.png?width=640&crop=smart&auto=webp&s=18e37de48230a00fe278d9739cfe620f6a08ad42 Multi-Token Prediction (MTP) for Qwen on LLaMA.cpp + TurboQuant Implemented Multi-Token Prediction for QWEN on LLaMA.cpp with TurboQuant. +40% performance! 90% acceptance rate. Running locally on a MacBook Pro M5 Max 64GB RAM. Outputs: LLaMA.cpp + TurboQuant: 21 t https://prismix.dev/news/1f685c9701c3 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12925/gradient.png AgentLens: Revealing The Lucky Pass Problem in SWE-Agent Evaluation Abstract Software engineering agents are evaluated using a process-level framework that reveals differences between effective and ineffective approaches, identifying patterns like lucky passes and pro https://prismix.dev/news/7ce39720e131 2026-05-15 monthly 0.7 https://prismix.dev/news/46dd6b1a464a 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12964/gradient.png Asymmetric Flow Models Abstract Asymmetric Flow Modeling enables efficient high-dimensional flow-based generation by restricting noise prediction to low-rank subspaces while maintaining full-dimensional data prediction, ach https://prismix.dev/news/13d4aed1d686 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12770/gradient.png WriteSAE: Sparse Autoencoders for Recurrent State Abstract WriteSAE enables sparse autoencoder decomposition and editing of matrix cache writes in state-space and hybrid recurrent language models, achieving superior performance in token-level interve https://prismix.dev/news/838ce571eba5 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.08737/gradient.png The Extrapolation Cliff in On-Policy Distillation of Near-Deterministic Structured Outputs Abstract On-policy distillation with reward extrapolation exhibits a safety threshold beyond which structured output tasks lose format preservation, with empirical validation showing performance parit https://prismix.dev/news/5dd5be099adb 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12913/gradient.png Revisiting DAgger in the Era of LLM-Agents Abstract DAgger-style training for long-horizon language model agents combines supervised fine-tuning and reinforcement learning benefits by using teacher-student policy interpolation with on-policy i https://prismix.dev/news/b826c57964f1 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11363/gradient.png PresentAgent-2: Towards Generalist Multimodal Presentation Agents Abstract PresentAgent-2 is an agentic framework that generates presentation videos from user queries by conducting research, creating multimodal slides, and producing interactive content across single https://prismix.dev/news/660a1d3bdafa 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11550/gradient.png The DAWN of World-Action Interactive Models Abstract World-Action Interactive Models (WAIMs) jointly model scene evolution and actions through recursive refinement, enabling effective long-horizon planning in autonomous driving scenarios. AI-ge https://prismix.dev/news/e21522d3a669 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11733/gradient.png Position: LLM Inference Should Be Evaluated as Energy-to-Token Production Abstract LLM inference should be evaluated as energy-to-token production under constraints of compute, power, cooling, and operational efficiency, requiring new metrics beyond traditional accuracy and https://prismix.dev/news/79e9e63ca260 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.13062/gradient.png Edit-Compass & EditReward-Compass: A Unified Benchmark for Image Editing and Reward Modeling Abstract Recent image editing models have achieved remarkable progress in instruction following, multimodal understanding, and complex visual editing. However, existing benchmarks often fail to faithf https://prismix.dev/news/483258a3d8f8 2026-05-15 monthly 0.7 https://prismix.dev/news/1e25901bb29e 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.08518/gradient.png Results and Retrospective Analysis of the CODS 2025 AssetOpsBench Challenge Abstract Competition retrospectives are useful when they explain what a leaderboard measured, how hidden evaluation changed conclusions, and which design patterns were rewarded. We revisit the CODS 20 https://prismix.dev/news/218dfd287c45 2026-05-15 monthly 0.7 https://prismix.dev/news/b0830ebe2950 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12997/gradient.png Frequency Bias and OOD Generalization in Neural Operators under a Variable-Coefficient Wave Equation Abstract Neural operators for PDE solving show different generalization behaviors under distribution shifts, with Fourier Neural Operators and Deep Operator Networks exhibiting distinct responses to s https://prismix.dev/news/3c8f0e2c2351 2026-05-15 monthly 0.7 https://prismix.dev/news/a1845a32d473 2026-05-15 monthly 0.7 https://prismix.dev/news/f3bc1b448875 2026-05-15 monthly 0.7 https://prismix.dev/news/7f8580c47f9f 2026-05-15 monthly 0.7 https://preview.redd.it/bt8qemef501h1.png?width=640&crop=smart&auto=webp&s=8141f78d9d3aef84576ceb5b7a02a6a018ab522d Simpler self hosted alt to Open WebUI Got Qwen3.6 27B running on my newly assembled 4x 3090 rig (s/o 3090-club) and I'm trying to get the people in my house to adopt the local workflow. Open WebUI has improved a lot in the recent updates, https://prismix.dev/news/a17e9e5be238 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12501/gradient.png Covering Human Action Space for Computer Use: Data Synthesis and Benchmark Abstract Computer-use agents face reliability challenges with complex GUI interactions due to data scarcity, addressed through a multi-modal benchmark and synthetic data generation pipeline. AI-genera https://prismix.dev/news/b3ab6bb7ca74 2026-05-15 monthly 0.7 https://prismix.dev/news/015180f3cf44 2026-05-15 monthly 0.7 https://prismix.dev/news/d658563a7d3c 2026-05-15 monthly 0.7 https://prismix.dev/news/12604e8dc20e 2026-05-15 monthly 0.7 https://prismix.dev/news/86a2f2277989 2026-05-15 monthly 0.7 https://huggingface.co/blog/assets/continuous_async/thumbnail.png Unlocking asynchronicity in continuous batching Back to Articles Unlocking asynchronicity in continuous batching Published May 14, 2026 Update on GitHub Upvote 6 Rémi Ouazan Reboul ror Pedro Cuenca pcuenq Aritra Roy Gosthipaty ariG23498 TL;DR: we e https://prismix.dev/news/a1312e54bd28 2026-05-15 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/1dJ8mhpIbtQbsP5wzMfoRe/a1bd2866bd1b5afb6b3e9d4bda5a42c2/SEO_Safety.png?w=1600&h=900&fit=fill Helping ChatGPT better recognize context in sensitive conversations Learn how new ChatGPT safety updates improve context awareness in sensitive conversations, helping detect risk over time and respond more safely. https://prismix.dev/news/5d5884a42feb 2026-05-15 monthly 0.7 https://images.zed.dev/blog/anthropic-sub-changes/thumbnail.webp What Anthropic's New Claude Billing Means for Zed Users Claude subscriptions no longer subsidize Agent SDK usage. Here are the options you have in Zed. https://prismix.dev/news/5af7a14f98c1 2026-05-15 monthly 0.7 https://prismix.dev/news/30f069dbdb0a 2026-05-15 monthly 0.7 https://prismix.dev/news/257fb70d5846 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.11136/gradient.png EVOCHAMBER: Test-Time Co-evolution of Multi-Agent System at Individual, Team, and Population Scales Abstract Multi-agent test-time evolution framework EVOCHAMBER enables emergent specialization through collaborative reflection and asymmetric knowledge transfer across coevolving agents. AI-generated https://prismix.dev/news/7ccee9289c04 2026-05-15 monthly 0.7 https://prismix.dev/news/b110e30f2ef5 2026-05-15 monthly 0.7 https://prismix.dev/news/ef3cd1b0546e 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.10376/gradient.png SleepWalk: A Three-Tier Benchmark for Stress-Testing Instruction-Guided Vision-Language Navigation Abstract SleepWalk is a benchmark for evaluating vision-language models' ability to predict spatially coherent, executable trajectories in 3D environments based on textual instructions and visual obse https://prismix.dev/news/9ab3b5162ab5 2026-05-15 monthly 0.7 https://prismix.dev/news/307c3e643e1d 2026-05-15 monthly 0.7 https://prismix.dev/news/c76472bc1a13 2026-05-15 monthly 0.7 https://techcrunch.com/wp-content/uploads/2026/05/Notion-Developer-Platform.jpg?w=686 Notion just turned its workspace into a hub for AI agents Notion’s new developer platform lets teams connect AI agents, external data sources, and custom code directly into their workspace as the company pushes deeper into agentic productivity software. https://prismix.dev/news/0c045d091711 2026-05-15 monthly 0.7 https://prismix.dev/news/d1b1230f16d3 2026-05-15 monthly 0.7 https://prismix.dev/news/ec038426a65a 2026-05-15 monthly 0.7 https://prismix.dev/news/2cfdbb0c95dd 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/98005b0c72ea 2026-05-15 monthly 0.7 https://prismix.dev/news/8ab591b95494 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!6hXf!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcccf3c41-b8a8-4e78-a698-8d366b7c49db_900x498.jpeg Cyber Lack of Security and AI Governance The real recent story of AI has been the background work being done on Cybersecurity, as we process the Mythos Moment along with GPT-5.5, and figure out both how to patch the internet and what our new https://prismix.dev/news/d4d0b3605f2a 2026-05-15 monthly 0.7 https://snworksceo.imgix.net/pri/36063e91-48c4-4cc3-a43e-f7c068dc6c08.sized-1000x1000.jpg?w=800&h=600 Princeton mandates proctoring for in-person exams, upending 133 year precedent Article URL: https://www.dailyprincetonian.com/article/2026/05/princeton-news-adpol-proctoring-in-person-examinations-passed-faculty-133-years-precedent Comments URL: https://news.ycombinator.com/item https://prismix.dev/news/c9143b7848c0 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12498/gradient.png EgoForce: Forearm-Guided Camera-Space 3D Hand Pose from a Monocular Egocentric Camera Abstract EgoForce is a monocular 3D hand reconstruction framework that uses a unified network to recover robust, absolute hand pose and position across different camera models through differentiable f https://prismix.dev/news/606a29386b38 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/7b0d34629e01 2026-05-15 monthly 0.7 https://prismix.dev/news/9527abe61353 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/64e382830734 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/3f622248dc71 2026-05-15 monthly 0.7 https://prismix.dev/news/e03f149ad515 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/fcf1145fa75d 2026-05-15 monthly 0.7 https://www.jdhodges.com/wp-content/uploads/2026/03/01-single-core-benchmark.png MacBook Neo Deep Dive: Benchmarks, Wafer Economics, and the 8GB Gamble Article URL: https://www.jdhodges.com/blog/macbook-neo-benchmarks-analysis/ Comments URL: https://news.ycombinator.com/item?id=48125617 Points: 211 # Comments: 219 https://prismix.dev/news/01c414ccc721 2026-05-15 monthly 0.7 https://prismix.dev/news/571036a66704 2026-05-15 monthly 0.7 https://external-preview.redd.it/YzFqemxudWgzeTBoMRcMZIXFqdmzjJ6govTBc97uCwemU9ynXX4B-s-bpYlb.png?width=640&crop=smart&auto=webp&s=3479c26d748290bab716ff7456d420e00b4353b2 I made a UI and server for using Anthropic's new Natural Language Autoencoders locally with llama.cpp Anthropic's first open weight models, Natural Language Autoencoders , are just finetunes of popular open weight models. They do not modify architecture and modeling code so inference with llama.cpp is https://prismix.dev/news/2ad67dc66734 2026-05-15 monthly 0.7 https://prismix.dev/news/1061818f07eb 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/f3b6dff6cef7 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/b330235455fe 2026-05-15 monthly 0.7 https://prismix.dev/news/5401d439c60b 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/e556e23d5338 2026-05-15 monthly 0.7 https://prismix.dev/news/ecae3000dbcf 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/5c93100e3863 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/02f483623d2c 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/8819c0a0dcf4 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/f44f8f959fcb 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/b31b57b42a7a 2026-05-15 monthly 0.7 https://prismix.dev/news/723f46a0311f 2026-05-15 monthly 0.7 https://prismix.dev/news/cd9442c3c74b 2026-05-15 monthly 0.7 https://prismix.dev/news/5b407db86a4c 2026-05-15 monthly 0.7 https://prismix.dev/news/289554b25ff9 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/4181ed33297f 2026-05-15 monthly 0.7 https://prismix.dev/news/14de647c5bc1 2026-05-15 monthly 0.7 https://prismix.dev/news/494badf5c184 2026-05-15 monthly 0.7 https://prismix.dev/news/97bab98f2a6b 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/seed-01-google-d 2026-05-15 monthly 0.7 https://prismix.dev/news/4d9188a34c45 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/cd569c0bdf36 2026-05-15 monthly 0.7 https://prismix.dev/news/7e76811599bf 2026-05-15 monthly 0.7 https://prismix.dev/news/edaabae56ef8 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/b7e2caf4a904 2026-05-15 monthly 0.7 https://prismix.dev/news/5af00fcbb467 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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- 2026-05-15 monthly 0.7 https://prismix.dev/news/4e596443a7ec 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/68a5eda25cd7 2026-05-15 monthly 0.7 https://prismix.dev/news/842c01fc54b0 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/d9625b78209a 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/6b7a679d0aca 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/eb1d58331069 2026-05-15 monthly 0.7 https://prismix.dev/news/seed-07-cohere-b 2026-05-15 monthly 0.7 https://prismix.dev/news/1eac6c7fc6ba 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/33f17da9ff99 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/9f2017040081 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://avatars.githubusercontent.com/u/86695626?s=60&v=4 v0.21.0rc2 [Bugfix] Install nvidia-cutlass-dsl[cu13] extra on CUDA 13 platforms … https://prismix.dev/news/295c10955776 2026-05-15 monthly 0.7 https://prismix.dev/news/62f752b2a8b7 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/0736391037a6 2026-05-15 monthly 0.7 https://prismix.dev/news/7ea8b75f962d 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/7451e377bf3d 2026-05-15 monthly 0.7 https://prismix.dev/news/4e9d908666a4 2026-05-15 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 2026-05-15 monthly 0.7 https://internetcleanup.foundation/wp-content/uploads/sites/4/2026/05/plaatje-eu-introduction-2026-2-1.png SecurityBaseline.eu Article URL: https://internetcleanup.foundation/2026/05/european-governments-3000-tracking-sites-1000-phpmyadmins-and-99pct-poorly-encrypted-email-introducing-securitybaseline-eu/ Comments URL: https: https://prismix.dev/news/9e59047232a3 2026-05-15 monthly 0.7 markless.png The Emacsification of Software Article URL: https://sockpuppet.org/blog/2026/05/12/emacsification/ Comments URL: https://news.ycombinator.com/item?id=48118727 Points: 224 # Comments: 158 https://prismix.dev/news/52ed1e5dd512 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/7763f59b2be1 2026-05-15 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 2026-05-15 monthly 0.7 https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2605.12438/gradient.png A Causal Language Modeling Detour Improves Encoder Continued Pretraining Abstract Switching from Masked Language Modeling to Causal Language Modeling during encoder adaptation improves downstream performance on biomedical texts through dense supervision effects in lower tr https://prismix.dev/news/7b81a51c1cd2 2026-05-15 monthly 0.7 https://prismix.dev/news/ff76edf37f36 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/1a9ba6c1ad51 2026-05-15 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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 2026-05-15 monthly 0.7 https://prismix.dev/news/876bd1339736 2026-05-15 monthly 0.7 https://prismix.dev/news/d8b27219abce 2026-05-15 monthly 0.7 https://prismix.dev/news/a785cecd92e3 2026-05-15 monthly 0.7 https://prismix.dev/news/c26855636c71 2026-05-15 monthly 0.7 https://prismix.dev/news/e2415d290804 2026-05-15 monthly 0.7 https://prismix.dev/news/96153bd949ee 2026-05-15 monthly 0.7 https://prismix.dev/news/264e338b7ae0 2026-05-15 monthly 0.7 https://prismix.dev/news/d2282a7400ac 2026-05-15 monthly 0.7 https://prismix.dev/news/09d75cb5f4d0 2026-05-15 monthly 0.7 https://prismix.dev/news/01056767f5a7 2026-05-15 monthly 0.7 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optimizers like Muon, Lion, Ad https://prismix.dev/news/27ca4929d36b 2026-05-15 monthly 0.7 https://prismix.dev/news/7e7cb972a07a 2026-05-15 monthly 0.7 https://prismix.dev/news/7dc5cee4f73a 2026-05-15 monthly 0.7 https://prismix.dev/news/df1df613d3fa 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/dffa3ec5aede 2026-05-15 monthly 0.7 https://prismix.dev/news/6457f57e0e76 2026-05-15 monthly 0.7 https://prismix.dev/news/5a19cb19dd3f 2026-05-15 monthly 0.7 https://prismix.dev/news/0551aed091a5 2026-05-15 monthly 0.7 https://prismix.dev/news/337563b9c22e 2026-05-15 monthly 0.7 https://prismix.dev/news/bc7d268654ef 2026-05-15 monthly 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https://prismix.dev/news/2e2f5fd18602 2026-05-15 monthly 0.7 https://prismix.dev/news/9b47a9d42af3 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/26b44280a52c 2026-05-15 monthly 0.7 https://prismix.dev/news/1c18a51a13a3 2026-05-15 monthly 0.7 https://prismix.dev/news/257b1e614f48 2026-05-15 monthly 0.7 https://prismix.dev/news/bd716916e8eb 2026-05-15 monthly 0.7 https://prismix.dev/news/23b68fa3d905 2026-05-15 monthly 0.7 https://prismix.dev/news/e9accb630f60 2026-05-15 monthly 0.7 https://prismix.dev/news/8e36ab76efc3 2026-05-15 monthly 0.7 https://prismix.dev/news/8215c3329182 2026-05-15 monthly 0.7 https://prismix.dev/news/720a1ec83323 2026-05-15 monthly 0.7 https://prismix.dev/news/271a863223ab 2026-05-15 monthly 0.7 https://prismix.dev/news/16e63c1019eb 2026-05-15 monthly 0.7 https://prismix.dev/news/069da990472c 2026-05-15 monthly 0.7 https://prismix.dev/news/9742c5c31b0b 2026-05-15 monthly 0.7 https://prismix.dev/news/d41e5fc60388 2026-05-15 monthly 0.7 https://prismix.dev/news/b14b1eb9c19f 2026-05-15 monthly 0.7 https://prismix.dev/news/f9304151daac 2026-05-15 monthly 0.7 https://prismix.dev/news/9adfae595244 2026-05-15 monthly 0.7 https://prismix.dev/news/9ad55d59381e 2026-05-15 monthly 0.7 https://prismix.dev/news/f505b0df872d 2026-05-15 monthly 0.7 https://prismix.dev/news/75709ed02695 2026-05-15 monthly 0.7 https://prismix.dev/news/c09997120bc6 2026-05-15 monthly 0.7 https://prismix.dev/news/98d2f0f05b12 2026-05-15 monthly 0.7 https://prismix.dev/news/5ad1b88e779f 2026-05-15 monthly 0.7 https://prismix.dev/news/1a2997535589 2026-05-15 monthly 0.7 https://prismix.dev/news/c09f80e27471 2026-05-15 monthly 0.7 https://prismix.dev/news/a0c9cbdf0d78 2026-05-15 monthly 0.7 https://prismix.dev/news/36b218659256 2026-05-15 monthly 0.7 https://prismix.dev/news/f535444195cc 2026-05-15 monthly 0.7 https://prismix.dev/news/faa340408ffe 2026-05-15 monthly 0.7 https://prismix.dev/news/4a6ff118f2ea 2026-05-15 monthly 0.7 https://prismix.dev/news/bc416d4bc730 2026-05-15 monthly 0.7 https://prismix.dev/news/9a3e4bea6ecf 2026-05-15 monthly 0.7 https://prismix.dev/news/e1437c498b72 2026-05-15 monthly 0.7 https://prismix.dev/news/84b01fcc4b61 2026-05-15 monthly 0.7 https://prismix.dev/news/2ad831b12c41 2026-05-15 monthly 0.7 https://prismix.dev/news/25a4897ba00e 2026-05-15 monthly 0.7 https://prismix.dev/news/821d5632c4bd 2026-05-15 monthly 0.7 https://prismix.dev/news/1f6bb7926adf 2026-05-15 monthly 0.7 https://prismix.dev/news/455202e6233d 2026-05-15 monthly 0.7 https://prismix.dev/news/ce63fe15dd6e 2026-05-15 monthly 0.7 https://prismix.dev/news/a90902c1ba19 2026-05-15 monthly 0.7 https://prismix.dev/news/a1a415b99fa1 2026-05-15 monthly 0.7 https://prismix.dev/news/1c5d49ed3f67 2026-05-15 monthly 0.7 https://prismix.dev/news/961def297471 2026-05-15 monthly 0.7 https://prismix.dev/news/1afde3bd10e7 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/2127b3579add 2026-05-15 monthly 0.7 https://prismix.dev/news/a7602acc5917 2026-05-15 monthly 0.7 https://prismix.dev/news/f202a19915d4 2026-05-15 monthly 0.7 https://prismix.dev/news/aae6db1d8a3e 2026-05-15 monthly 0.7 https://prismix.dev/news/304ae9d2ed99 2026-05-15 monthly 0.7 https://prismix.dev/news/626900b670bd 2026-05-15 monthly 0.7 https://prismix.dev/news/8f3a10cc443b 2026-05-15 monthly 0.7 https://prismix.dev/news/5f7f819e1ae6 2026-05-15 monthly 0.7 https://prismix.dev/news/d1a0b56b125a 2026-05-15 monthly 0.7 https://prismix.dev/news/8e48af3c5755 2026-05-15 monthly 0.7 https://prismix.dev/news/2b65b1b99505 2026-05-15 monthly 0.7 https://prismix.dev/news/1f810ba73f07 2026-05-15 monthly 0.7 https://prismix.dev/news/e528b374084b 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/c7fc56c72235 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/da874f90c14c 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/f4fe3d783104 2026-05-15 monthly 0.7 https://prismix.dev/news/95ac4086954a 2026-05-15 monthly 0.7 https://prismix.dev/news/7c89051ed0b9 2026-05-15 monthly 0.7 https://prismix.dev/news/8939013f174d 2026-05-15 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/5sVkleeWkpnumrq0G1UkIW/138a18ce1af4678fc72e12fe691f3ad8/Frame-1.png?w=1600&h=900&fit=fill Our response to the TanStack npm supply chain attack OpenAI details its response to the TanStack “Mini Shai-Hulud” supply chain attack, outlines protections taken to secure systems and signing certificates, and explains why macOS users must update OpenA https://prismix.dev/news/16379c9544b3 2026-05-15 monthly 0.7 https://prismix.dev/news/58939d042f0e 2026-05-15 monthly 0.7 https://prismix.dev/news/4d559771f23b 2026-05-15 monthly 0.7 https://prismix.dev/news/60e9337dc274 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/88ecb4f372d7 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/9144ec12cce0 2026-05-15 monthly 0.7 https://prismix.dev/news/a8609455bb08 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/7856bc9f6eaa 2026-05-15 monthly 0.7 https://prismix.dev/news/08b89f5ca2fd 2026-05-15 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 b9127 opencl: add opt-in Adreno xmem F16xF32 GEMM for prefill ( #22755 ) ggml-opencl: add Adreno xmem F16xF32 GEMM for prefill ggml-opencl: address Adreno xmem review comments ggml-opencl: align xmem gemm k https://prismix.dev/news/59f98a5856b2 2026-05-15 monthly 0.7 https://cdn.arstechnica.net/wp-content/uploads/2026/05/GettyImages-1472540653-1152x648-1778610381.jpg Twin brothers wipe 96 government databases minutes after being fired Article URL: https://arstechnica.com/tech-policy/2026/05/drop-database-what-not-to-do-after-losing-an-it-job/ Comments URL: https://news.ycombinator.com/item?id=48115438 Points: 232 # Comments: 157 https://prismix.dev/news/64eed4351c04 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/cbfc78d7be40 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/a403fd835493 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/34deec6d0578 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/182880c0df1b 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/c2ef02871f19 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/e05c3d6d54b9 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/e1739cedc6f9 2026-05-15 monthly 0.7 https://prismix.dev/news/06280a62d337 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/27322facfa58 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/6fe77279d7a1 2026-05-15 monthly 0.7 https://prismix.dev/news/eb55f501e325 2026-05-15 monthly 0.7 https://prismix.dev/news/c20b82e08cb6 2026-05-15 monthly 0.7 https://prismix.dev/news/c0a9f8fcf4db 2026-05-15 monthly 0.7 https://prismix.dev/news/c1e258f3b90a 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/0b05b9a557cf 2026-05-15 monthly 0.7 https://prismix.dev/news/4c3e6015dd68 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/2b3da5eccbbf 2026-05-15 monthly 0.7 https://prismix.dev/news/20ad0eeb885e 2026-05-15 monthly 0.7 https://prismix.dev/news/00b2456ec13e 2026-05-15 monthly 0.7 https://prismix.dev/news/ff9e55be4158 2026-05-15 monthly 0.7 https://prismix.dev/news/af9d763550a5 2026-05-15 monthly 0.7 https://prismix.dev/news/71ea3b531a21 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/abc892fc53e4 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/931d03b252ff 2026-05-15 monthly 0.7 https://prismix.dev/news/ce943383d658 2026-05-15 monthly 0.7 https://prismix.dev/news/763d0e7f1d9c 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/931466b0eb2a 2026-05-15 monthly 0.7 https://prismix.dev/news/8a025532f97d 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/df0d69c2d4f9 2026-05-15 monthly 0.7 https://prismix.dev/news/626974363919 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/63301160a78e 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/8e8434d8d595 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/ccc45bcea9c0 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/f3f79d3882ab 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/f1be5946f3c2 2026-05-15 monthly 0.7 https://prismix.dev/news/c277e3e574af 2026-05-15 monthly 0.7 https://prismix.dev/news/08bce45c0a2e 2026-05-15 monthly 0.7 https://prismix.dev/news/902dd9e81304 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/bd6dda1ea4d3 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/3c416828c319 2026-05-15 monthly 0.7 https://prismix.dev/news/261b7ecb334f 2026-05-15 monthly 0.7 https://prismix.dev/news/0b40bb4e7355 2026-05-15 monthly 0.7 https://prismix.dev/news/57934ae13c6c 2026-05-15 monthly 0.7 https://prismix.dev/news/cdf4410f6d07 2026-05-15 monthly 0.7 https://prismix.dev/news/f2aaa37e66a5 2026-05-15 monthly 0.7 https://prismix.dev/news/e0ce63179315 2026-05-15 monthly 0.7 https://prismix.dev/news/a2163dc908e8 2026-05-15 monthly 0.7 https://prismix.dev/news/65676fdc01a7 2026-05-15 monthly 0.7 https://prismix.dev/news/ee5b5df150da 2026-05-15 monthly 0.7 https://prismix.dev/news/7aa8c4b015ef 2026-05-15 monthly 0.7 https://prismix.dev/news/b26623c83a30 2026-05-15 monthly 0.7 https://prismix.dev/news/d6e5395f9b91 2026-05-15 monthly 0.7 https://prismix.dev/news/27693fdf5bd1 2026-05-15 monthly 0.7 https://prismix.dev/news/93634f5acb89 2026-05-15 monthly 0.7 https://prismix.dev/news/e9a0c8bd207c 2026-05-15 monthly 0.7 https://prismix.dev/news/5677fa1ed811 2026-05-15 monthly 0.7 https://prismix.dev/news/89e7c84afc5c 2026-05-15 monthly 0.7 https://prismix.dev/news/ce4fb86072ac 2026-05-15 monthly 0.7 https://prismix.dev/news/5ef35f2c9fd2 2026-05-15 monthly 0.7 https://prismix.dev/news/86610c5ebc1d 2026-05-15 monthly 0.7 https://prismix.dev/news/fd72862cedfa 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/07746346289e 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/66312b6309f0 2026-05-15 monthly 0.7 https://prismix.dev/news/fd797e93058c 2026-05-15 monthly 0.7 https://prismix.dev/news/dd83ecd40f2f 2026-05-15 monthly 0.7 https://prismix.dev/news/6ea69394e1cc 2026-05-15 monthly 0.7 https://prismix.dev/news/466f592dc335 2026-05-15 monthly 0.7 https://prismix.dev/news/314fb4d851ee 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/cfb8096e9f38 2026-05-15 monthly 0.7 https://prismix.dev/news/d219d53708bc 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/60ebdcbe8913 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/3fd35c69f686 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/8a0c141c6c6e 2026-05-15 monthly 0.7 https://prismix.dev/news/fd38e6bb9325 2026-05-15 monthly 0.7 https://prismix.dev/news/c6b15354faff 2026-05-15 monthly 0.7 https://prismix.dev/news/a5d31ff150be 2026-05-15 monthly 0.7 https://prismix.dev/news/b6be045d33aa 2026-05-15 monthly 0.7 https://prismix.dev/news/dc58823d2367 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/1afd2b96b6ca 2026-05-15 monthly 0.7 https://prismix.dev/news/39d99a4e46d0 2026-05-15 monthly 0.7 https://prismix.dev/news/38180b63d0a6 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/3ed557341723 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/5d49356f591b 2026-05-15 monthly 0.7 https://prismix.dev/news/d188ba1a06cf 2026-05-15 monthly 0.7 https://prismix.dev/news/2f4123bfb75e 2026-05-15 monthly 0.7 https://prismix.dev/news/2b29aced3b77 2026-05-15 monthly 0.7 images/icons/Pixter.png Preserving Fisher-Price Pixter Article URL: https://dmitry.gr/?r=05.Projects&proj=37.%20Pixter Comments URL: https://news.ycombinator.com/item?id=48091812 Points: 204 # Comments: 43 https://prismix.dev/news/e7455462824d 2026-05-15 monthly 0.7 https://prismix.dev/news/1c6116b225f0 2026-05-15 monthly 0.7 https://prismix.dev/news/bd2356d53aca 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/05d042dc5905 2026-05-15 monthly 0.7 https://prismix.dev/news/070e43d1e6ee 2026-05-15 monthly 0.7 https://prismix.dev/news/7429ac5cea1d 2026-05-15 monthly 0.7 https://avatars.githubusercontent.com/u/4033016?s=60&v=4 v0.30.0-rc12 lint fixes https://prismix.dev/news/90a43f18dc16 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/86c22bdd5583 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/5113484316ce 2026-05-15 monthly 0.7 https://prismix.dev/news/42a9a55f7203 2026-05-15 monthly 0.7 https://prismix.dev/news/ab27f174efef 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/ac2532fe5046 2026-05-15 monthly 0.7 https://us1.discourse-cdn.com/flex002/uploads/python1/original/1X/f93ff97c4f381b5e8add5a0c163b4ded29f20ed7.png Reverting the incremental GC in Python 3.14 and 3.15 Article URL: https://discuss.python.org/t/reverting-the-incremental-gc-in-python-3-14-and-3-15/107014 Comments URL: https://news.ycombinator.com/item?id=48077924 Points: 207 # Comments: 81 https://prismix.dev/news/fe942d36c3e6 2026-05-15 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 2026-05-15 monthly 0.7 https://avatars.githubusercontent.com/u/4033016?s=60&v=4 v0.30.0-rc10 win: fix arm64 cross-compile https://prismix.dev/news/90224bb2e6a4 2026-05-15 monthly 0.7 https://laurent.le-brun.eu/blog/user/pages/01.blog/a-history-of-ides-at-google/Screenshot 2026-05-09 000254.png A History of IDEs at Google Article URL: https://laurent.le-brun.eu/blog/a-history-of-ides-at-google Comments URL: https://news.ycombinator.com/item?id=48073979 Points: 207 # Comments: 167 https://prismix.dev/news/cdabf7e65a3f 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/67d11a3f70f6 2026-05-15 monthly 0.7 https://prismix.dev/news/0abd127d4083 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!pamj!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc559c6e4-ed6a-4967-ab8b-108498446bf3_1992x1884.png David Reich – Why the Bronze Age was an inflection point in human evolution "Instead of being quiescent, natural selection is everywhere." https://prismix.dev/news/1144f592020d 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 monthly 0.7 https://prismix.dev/news/96c0800b8496 2026-05-15 monthly 0.7 https://prismix.dev/news/eb2b94e2dae7 2026-05-15 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 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!CUVM!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3e28708-53f2-4acf-aaa3-5ac0e6d0a533_1171x1218.jpeg Agents and ROI Remember that MIT study that showed that the ROI for generative AI wasn’t really there for most businesses? https://prismix.dev/news/47a4576cc5ca 2026-05-15 monthly 0.7 https://avatars.githubusercontent.com/in/15368?s=60&v=4 langchain==1.2.18 Changes since langchain==1.2.17 release(langchain): 1.2.18 ( #37250 ) revert: feat(langchain): ls_agent_type tag on create_agent calls ( #37249 ) chore(langchain-classic): deprecate hub, limit loads/d https://prismix.dev/news/66be12207714 2026-05-15 monthly 0.7 https://prismix.dev/news/38d70a8c651d 2026-05-15 monthly 0.7 https://prismix.dev/news/dbcffd988a75 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 monthly 0.7 https://prismix.dev/news/cea30230a654 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/2bce3436c9e3 2026-05-15 monthly 0.7 https://prismix.dev/news/b0d0369b9f93 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/91733b0c6448 2026-05-15 monthly 0.7 https://prismix.dev/news/74f95f5ce84e 2026-05-15 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 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!IOEe!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F443e3591-aa62-4a15-acd6-c614e0a9b243_1025x1047.png Breaking news: “they hadn’t figured out how OpenAI would pay for it” Sign of things to come? https://prismix.dev/news/a7f8ab179c20 2026-05-15 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/05/nvidia-gb200-nvl72-768x432.png Achieving Peak System and Workload Efficiency on NVIDIA GB200 NVL72 with Slurm Block Scheduling NVIDIA GB200 NVL72 introduces a fundamentally new way to build GPU clusters by extending NVIDIA NVLink coherence across an entire rack. This design enables... https://prismix.dev/news/f8a813170ec5 2026-05-15 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/05/cube-column-768x432.jpg Model Quantization: Post-Training Quantization Using NVIDIA Model Optimizer Model quantization is an effective method to reduce VRAM usage and improve inference performance on consumer devices such as NVIDIA GeForce RTX GPUs. By... https://prismix.dev/news/8179ec5fd21c 2026-05-15 monthly 0.7 https://prismix.dev/news/c7e4adc5a19a 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/b04200899d48 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 $100 Fitbit Air is available for preorder today. https://prismix.dev/news/4d36203db054 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/67e64731bcf1 2026-05-15 monthly 0.7 https://prismix.dev/news/fa002821b90d 2026-05-15 monthly 0.7 https://prismix.dev/news/24a3c172de48 2026-05-15 monthly 0.7 https://prismix.dev/news/4a53f5ac6268 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/94895c326bda 2026-05-15 monthly 0.7 https://prismix.dev/news/73318f2b5890 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/e081f5ee6e7c 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/b19ec562c455 2026-05-15 monthly 0.7 https://prismix.dev/news/a04d57070e9b 2026-05-15 monthly 0.7 https://prismix.dev/news/18fcf2d9307c 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/9e8af2dc9506 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/db3606a63b09 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/a2e1611abe6f 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/94c10e2b6f8e 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/ff11c6cbce8a 2026-05-15 monthly 0.7 https://prismix.dev/news/7ad65b28e2ac 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/f9a6fe3e0b32 2026-05-15 monthly 0.7 https://prismix.dev/news/57a55fcb2055 2026-05-15 monthly 0.7 https://prismix.dev/news/0ef58dbb67f9 2026-05-15 monthly 0.7 https://prismix.dev/news/9bcec59458e9 2026-05-15 monthly 0.7 https://prismix.dev/news/831c0a854506 2026-05-15 monthly 0.7 https://images.zed.dev/blog/zed-business/thumbnail.webp 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Plus, additional notes on ads, agents, and sports rights. https://prismix.dev/news/972c9ff685f4 2026-05-15 monthly 0.7 https://prismix.dev/news/bb1cf179e77e 2026-05-15 monthly 0.7 https://prismix.dev/news/657ad4f6ce80 2026-05-15 monthly 0.7 https://prismix.dev/news/e851ee321e6a 2026-05-15 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 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!S0YQ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fabf7db12-c072-4887-b686-4de7a38fa84c_680x380.jpeg [AINews] The Inference Inflection a quiet day lets us reflect on the growing implications of the inference age https://prismix.dev/news/b0caa1ec2724 2026-05-15 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/33E6MiPrFaTJmxUV9YlSZ3/853564fb6503980552068250c1e1de24/OG-Advanced-Account-Security.png?w=1600&h=900&fit=fill Introducing Advanced Account Security Introducing Advanced Account Security: phishing-resistant login, stronger recovery, and enhanced protections to safeguard sensitive data and prevent account takeover. https://prismix.dev/news/f29beec0fc79 2026-05-15 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202604/mit-jameel-clinic-WRING-bias.jpg?itok=XH5m_j1t Solving the “Whac-a-mole dilemma”: A smarter way to debias AI vision models A new debiasing technique called WRING avoids creating or amplifying biases that can occur with existing debiasing approaches. https://prismix.dev/news/8b7276cd935e 2026-05-15 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/4VaLYtAwgfUg82VF32O2gz/29e25c539c638b135a2d5d080f92c76f/Goblins-SEO__1_.jpg?w=1600&h=900&fit=fill Where the goblins came from How goblin outputs spread in AI models: timeline, root cause, and fixes behind personality-driven quirks in GPT-5 behavior. https://prismix.dev/news/54a249adfe7b 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!p2CR!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6c85fd20-e409-435c-a33d-3ad29eaf4f4a_2406x1143.png Three thoughts on the Musk-OpenAI lawsuit It’s hard to root for either side, but Musk has a point. https://prismix.dev/news/56644072a066 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/AI-Factory-768x432.png Powering AI Factories with NVIDIA Enterprise Reference Architectures The next wave of enterprise productivity is being built on AI factories. 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For decades, unlocking reservoir potential has relied on experts performing essential... https://prismix.dev/news/3286b2865c88 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/7d8d8bec6715 2026-05-15 monthly 0.7 https://prismix.dev/news/83976a75ba7f 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/0ff444850a32 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/1cb7936c713d 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!uvwf!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fmedia%2FHG0DHiRa8AAebfp.jpg Dario Amodei, hype, AI safety, and the explosion of vibe-coded AI disasters What the AI cheerleaders don’t tell you https://prismix.dev/news/0c61307da78f 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!LeV_!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9f2458d5-3845-4f92-9abb-0244c2db1132_7960x4141.png Weekly Top Picks #119 SpaceX + Cursor + Mistral / Jensen v Jensen / The job AI can't take / GPT-5.5 and ChatGPT Images 2.0 / An anti-grammar app / Terence Tao on the future https://prismix.dev/news/becf617ea3a7 2026-05-15 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202604/MIT-MathNet.jpg?itok=-PPhyeth MIT scientists build the world’s largest collection of Olympiad-level math problems, and open it to everyone New dataset of 30,000-plus competition math problems from 47 countries gives AI researchers a harder test — and students worldwide a better training ground. https://prismix.dev/news/10e303901dc1 2026-05-15 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/a7d14f96-c3aa-4305-bdc2-27c509bdbedc_1400x923.jpeg Blog prize for the big questions about AI The not-so-secret point of this whole contest is so that I can hire a researcher https://prismix.dev/news/849dbccc0c4d 2026-05-15 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2023/06/connected-healthcare-facilities-graphic.jpg Federated Learning Without the Refactoring Overhead Using NVIDIA FLARE Federated learning (FL) is no longer a research curiosity—it’s a practical response to a hard constraint: the most valuable data is often the least movable.... https://prismix.dev/news/b07671b841c7 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 monthly 0.7 https://prismix.dev/news/8c274f50343f 2026-05-15 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 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!0uGP!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2f9f5845-e1e6-497a-9bed-f6457169247c_2048x684.png [AINews] GPT 5.5 and OpenAI Codex Superapp Spud lives! https://prismix.dev/news/4e3e68c9d49e 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!hesI!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2c591570-ee4a-4107-a9d1-b167d3f4a64a_1484x1060.png Sign of the future: GPT-5.5 One impressive step on the curve https://prismix.dev/news/a28033b82077 2026-05-15 monthly 0.7 https://prismix.dev/news/1ba97274eace 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/8dcc3975e7d5 2026-05-15 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 2026-05-15 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 2026-05-15 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 $25,000. https://prismix.dev/news/a462f03b0ef4 2026-05-15 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/Sparse-Deep-Learning-e1774302337562-768x431.webp Simplify Sparse Deep Learning with Universal Sparse Tensor in nvmath-python In a previous post, we introduced the Universal Sparse Tensor (UST), enabling developers to decouple a tensor’s sparsity from its memory layout for greater... https://prismix.dev/news/4b8917b825c7 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/3ab6ebe4ec35 2026-05-15 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 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!oonk!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6b2ff218-91fb-4b42-a216-00a9454311b2_1536x1024.png ChatGPT doesn’t know its whisk from its elbow Medical illustrators can rest easy https://prismix.dev/news/8cad933a121d 2026-05-15 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/3K1xu2uaPseQ2Zk6CbuLgc/268ce2e65a514126104c1b6550db955b/SEO.png?w=1600&h=900&fit=fill Making ChatGPT better for clinicians OpenAI makes ChatGPT for Clinicians free for verified U.S. physicians, nurse practitioners, and pharmacists, supporting clinical care, documentation, and research. https://prismix.dev/news/a22b5ec1726e 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/4OePmYEOLzZNcxVLLd9pMH/cc16f505aa589ef72ef3c1c265705727/SEO.png?w=1600&h=900&fit=fill Speeding up agentic workflows with WebSockets in the Responses API A deep dive into the Codex agent loop, showing how WebSockets and 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not much happened today **Alibaba** released **Qwen3.6-27B**, a dense, Apache 2.0 open coding model with thinking and non-thinking modes, outperforming the larger Qwen3.5-397B-A17B on multiple coding benchmarks including SWE https://prismix.dev/news/91cd27bbf10b 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/9wR7uKQ9cCyJSZcN9PJCb/c42551ed6a31a9be9ada24fed80a862a/SEO-Introducing-OpenAi-Filter.png?w=1600&h=900&fit=fill Introducing OpenAI Privacy Filter 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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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!MiKJ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F11432e3b-df84-43d8-9898-b00d266024af_1792x2400.jpeg Opus 4.7 Part 1: The Model Card Less than a week after completing coverage of Claude Mythos, here we are again as Anthropic gives us Claude Opus 4.7. https://prismix.dev/news/d2f757ea8858 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 monthly 0.7 https://prismix.dev/news/8c1935ebd5ee 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/e71f0d9a4117 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/f641cca8cf93 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/a46acf7b0648 2026-05-15 monthly 0.7 https://prismix.dev/news/7508d253f64c 2026-05-15 monthly 0.7 https://news.smol.ai/api/og?title=Anthropic%27s+Claude+Opus+4.7&description=**Anthropic**+launched+**Claude+Opus+4.7**%2C+its+most+capable+Opus+model+yet%2C+featuring+stronger+coding+and+agentic+performance%2C+a+new+tokenizer%2C+and+improved+long-context+handling+with+a+new+**xhigh**+reasoning+tier.+Benchmarks+show+substantial+gains%2C+including+**SWE-bench+Pro+64.3%25**%2C+**SWE-bench+Verified+87.6%25**%2C+and+**TerminalBench+69.4%25**%2C+with+top+rankings+on+**Vals+Index**+and+**GDPval-AA**.+Technical+changes+include+a+new+tokenizer+and+increased+image+input+resolution+to+**3.75MP**.+Some+long-context+benchmarks+showed+mixed+results%2C+with+a+shift+in+focus+from+MRCR+to+Graphwalks.+Adoption+was+rapid+across+tools+like+**Cursor**%2C+**VS+Code**%2C+**Replit+Agent**%2C+and+**Perplexity**.+Meanwhile%2C+**OpenAI**+expanded+**Codex**+into+a+broader+computer+agent+with+Mac+computer+use%2C+in-app+browser%2C+image+generation%2Fediting%2C+90%2B+plugins%2C+multi-terminal+support%2C+SSH+remote+devbox+access%2C+and+richer+file+previews.+A+new+vertical+life-sciences+model%2C+**GPT-Rosalind**%2C+was+also+introduced.&type=issue&issueNumber=04&date=2026-04-16T05%3A44%3A39.731Z&companies=anthropic%2Copenai%2Ccursor%2Creplit%2Cperplexity-ai%2Cmicrosoft&models=claude-opus-4.7%2Ccodex%2Cgpt-rosalind Anthropic's Claude Opus 4.7 **Anthropic** launched **Claude Opus 4.7**, its most capable Opus model yet, featuring stronger coding and agentic performance, a new tokenizer, and improved long-context handling with a new **xhigh** https://prismix.dev/news/0a6614c4f619 2026-05-15 monthly 0.7 https://prismix.dev/news/078f0d540d88 2026-05-15 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 2026-05-15 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 $10M in API grants to strengthen global cyber defense. https://prismix.dev/news/cb7c3dfa3eb0 2026-05-15 monthly 0.7 https://avatars.githubusercontent.com/in/378072?s=60&v=4 v2.32.0 2.32.0 (2026-04-15) Full Changelog: v2.31.0...v2.32.0 Features api: Add detail to InputFileContent ( 60de21d ) api: add OAuthErrorCode type ( 0c8d2c3 ) client: add event handler implementation for web https://prismix.dev/news/1ecc16878f3a 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!LuvY!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1739d732-4631-4246-a286-b6fe2622d028_1248x832.jpeg What the Studies Say About How AI Affects Your Brain: A (Very Big) Compilation The entire literature clearly points to a single surprising finding https://prismix.dev/news/0911a48b408e 2026-05-15 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/8be08b29-d70a-43f3-8422-6b952816ddab_3182x1790.png My bets on open models, mid-2026 What I expect to come next and why, focused on the open-closed gap. https://prismix.dev/news/2667c9aefba0 2026-05-15 monthly 0.7 https://prismix.dev/news/cee598aa0576 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!zzZ4!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F04482265-02da-41e3-b226-849ccc446495_1920x1920.webp Claude Code, Codex and Agentic Coding #7: Auto Mode As we all try to figure out what Mythos means for us down the line, the world of practical agentic coding continues, with the latest array of upgrades. https://prismix.dev/news/d445780e74d7 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/f4376757819d 2026-05-15 monthly 0.7 https://prismix.dev/news/b5b8d2845fc7 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/04/materials-science-chemistry-768x432.jpg Building Custom Atomistic Simulation Workflows for Chemistry and Materials Science with NVIDIA ALCHEMI Toolkit For decades, computational chemistry has faced a tug-of-war between accuracy and speed. 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https://images.ctfassets.net/kftzwdyauwt9/7v5h6Z00V6Tt9XQW2AVW62/4ec32f6ad895b9fb038c46ab27b10067/Academy-SEO.png?w=1600&h=900&fit=fill ChatGPT for customer success teams Learn how customer success teams use ChatGPT to manage accounts, improve communication, reduce churn, and drive adoption and renewals. https://prismix.dev/news/f56c542f57be 2026-05-15 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/7v5h6Z00V6Tt9XQW2AVW62/4ec32f6ad895b9fb038c46ab27b10067/Academy-SEO.png?w=1600&h=900&fit=fill Using skills Learn how to create and use ChatGPT skills to build reusable workflows, automate recurring tasks, and ensure consistent, high-quality outputs. https://prismix.dev/news/978a353b1d06 2026-05-15 monthly 0.7 https://images.ctfassets.net/kftzwdyauwt9/7v5h6Z00V6Tt9XQW2AVW62/4ec32f6ad895b9fb038c46ab27b10067/Academy-SEO.png?w=1600&h=900&fit=fill Personalizing ChatGPT Learn how to personalize ChatGPT using custom instructions and memory to get more relevant, consistent, and tailored 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https://news.smol.ai/api/og?title=not+much+happened+today&description=**Google**+introduced+**Skills+in+Chrome**%2C+enabling+reusable+browser+workflows+with+Gemini+prompts+and+a+library+of+ready-made+Skills%2C+enhancing+end-user+agentization.+**Tencent**+teased+**HYWorld+2.0**%2C+an+open-source+3D+world+model+generating+editable+scenes+from+a+single+image.+**Google+DeepMind**+released+**Gemini+Robotics-ER+1.6**%2C+improving+visual%2Fspatial+reasoning+for+robotics+with+93%25+instrument-reading+success.+**OpenAI**+expanded+Trusted+Access+with+**GPT-5.4-Cyber**%2C+a+fine-tuned+model+for+defensive+security+workflows.+**Hugging+Face**+launched+**Kernels**+on+the+Hub%2C+offering+GPU+kernel+repos+with+1.7x%E2%80%932.5x+speedups.+**Cursor**+showcased+a+multi-agent+CUDA+optimization+system+with+a+38%25+speedup+across+235+problems.+The+**Hermes+Agent**+stack+advanced+to+v0.9.0+with+enhanced+reliability%2C+memory+management%2C+and+integrations%2C+while+**LangChain**+pushed+**deepagents+0.5**+toward+deployable%2C+multi-tenant+async+systems+with+multimodal+support+and+prompt+caching.+*%22Hermes%E2%80%99+key+advantage+is+operational+stability%2C+extensibility%2C+and+deployability.%22*&type=issue&issueNumber=04&date=2026-04-06T05%3A44%3A39.731Z&companies=google%2Ctencent%2Cgoogle-deepmind%2Copenai%2Chugging-face%2Ccursor%2Clangchain&models=gemini%2Cgemini-robotics-er-1.6%2Cgpt-5.4-cyber%2Cdeepagents-0.5 not much happened today **Google** introduced **Skills in Chrome**, enabling reusable browser workflows with Gemini prompts and a library of ready-made Skills, enhancing end-user agentization. **Tencent** teased **HYWorld 2. https://prismix.dev/news/8666da799b9d 2026-05-15 monthly 0.7 https://prismix.dev/news/4dbb4daa381a 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/04c998fd1f10 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/7cad52b864fe 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/05b83bca72bf 2026-05-15 monthly 0.7 https://prismix.dev/news/03f8c699404b 2026-05-15 monthly 0.7 https://prismix.dev/news/c97e6c05cae9 2026-05-15 monthly 0.7 https://prismix.dev/news/cd4ecd90694e 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/136346f2ce83 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/d949ff5e715a 2026-05-15 monthly 0.7 https://prismix.dev/news/ab44cc5f473c 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/41d60d458268 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/4538a837179f 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 $122 billion in new funding to expand frontier AI globally, invest in next-generation compute, and meet growing demand for ChatGPT, Codex, and enterprise AI. https://prismix.dev/news/c93c1768b2bc 2026-05-15 monthly 0.7 https://prismix.dev/news/771a44c5c910 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 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 $165 Team Article Published March 31, 2026 Upvote 27 Maziyar Panahi MaziyarPanahi OpenMed Part II: Building the Pipeline, From Stru https://prismix.dev/news/659f714b65ab 2026-05-15 monthly 0.7 https://cdn.stackoverflow.co/images/jo7n4k8s/production/e35a0c5eb319e7928c9ac0a2c2c782d29e644876-3120x1640.png?rect=0,1,3120,1638&w=1200&h=630&auto=format How can you test your code when you don’t know what’s in it? Ryan hosts SmartBear’s VP of AI and Architecture Fitz Nowlan to explore how we’re moving away from old assumptions about software development, the challenges of testing MCP servers as LLM-driven agent https://prismix.dev/news/bb54c1f9af76 2026-05-15 monthly 0.7 https://prismix.dev/news/a59b5ef0df08 2026-05-15 monthly 0.7 https://prismix.dev/news/98c6dab19849 2026-05-15 monthly 0.7 https://huggingface.co/blog/assets/trl-v1/thumbnail.png TRL v1.0: Post-Training Library Built to Move with the Field Back to Articles TRL v1.0: Post-Training Library Built to Move with the Field Published March 31, 2026 Update on GitHub Upvote 51 Quentin Gallouédec qgallouedec Steven Liu stevhliu Pedro Cuenca pcuenq https://prismix.dev/news/663d936b3a0b 2026-05-15 monthly 0.7 https://news.mit.edu/sites/default/files/styles/news_article__cover_image__original/public/images/202603/MIT-DefectNet-01-press.jpg?itok=JYWOjuxK MIT researchers use AI to uncover atomic defects in materials A new model measures defects that can be leveraged to improve materials’ mechanical strength, heat transfer, and energy-conversion efficiency. https://prismix.dev/news/18717cab32fd 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/3b988ad2a956 2026-05-15 monthly 0.7 https://prismix.dev/news/d5a2a8f194f5 2026-05-15 monthly 0.7 https://prismix.dev/news/c720bf728da9 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/2f787c30c5e6 2026-05-15 monthly 0.7 https://prismix.dev/news/de3c4dcbfdda 2026-05-15 monthly 0.7 https://prismix.dev/news/b8f1168aee11 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/Feature1_new.gif How Centralized Radar Processing on NVIDIA DRIVE Enables Safer, Smarter Level 4 Autonomy In the current state of automotive radar, machine learning engineers can't work with camera-equivalent raw RGB images. Instead, they work with the output of... https://prismix.dev/news/15cdd08b2a04 2026-05-15 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/Proteina-Complexa-Binder-1920x1080-1-768x432.png Designing Protein Binders Using the Generative Model Proteina-Complexa Developing new protein-based therapies and catalysts involves the challenging task of designing protein binders, or proteins that bind to a target protein or... https://prismix.dev/news/92f30027b193 2026-05-15 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/data-center-768x432.jpg Scaling Token Factory Revenue and AI Efficiency by Maximizing Performance per Watt In the AI era, power is the ultimate constraint, and every AI factory operates within a hard limit. This makes performance per watt—the rate at which power is... https://prismix.dev/news/263c2043f1c3 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/be254cddb327 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/b8bd07f832f9 2026-05-15 monthly 0.7 https://prismix.dev/news/b9dba8587235 2026-05-15 monthly 0.7 https://prismix.dev/news/154ba4a2d009 2026-05-15 monthly 0.7 https://prismix.dev/news/ada482c21e1c 2026-05-15 monthly 0.7 https://prismix.dev/news/dd96817d7daf 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/a69433aa941c 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/27e1a3c9ed7f 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/ccbb3b4aded6 2026-05-15 monthly 0.7 https://prismix.dev/news/b5b5ec178d9d 2026-05-15 monthly 0.7 https://prismix.dev/news/c5d99da652fc 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/668d950a2063 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/04053fca08ad 2026-05-15 monthly 0.7 https://prismix.dev/news/b24e665b04a9 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/b119c2eb995a 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/df066458993a 2026-05-15 monthly 0.7 https://prismix.dev/news/9b6496c481ab 2026-05-15 monthly 0.7 https://prismix.dev/news/7610a609856a 2026-05-15 monthly 0.7 https://prismix.dev/news/cebc025e893a 2026-05-15 monthly 0.7 https://prismix.dev/news/c0a1c8593727 2026-05-15 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 2026-05-15 monthly 0.7 https://news.smol.ai/api/og?title=not+much+happened+today&description=**OpenAI**+released+**GPT-5.4+mini**+and+**GPT-5.4+nano**%2C+their+most+capable+small+models+optimized+for+coding%2C+multimodal+understanding%2C+and+subagents%2C+featuring+a+**400k+context+window**+and+over+**2x+speed**+compared+to+GPT-5+mini.+The+mini+model+approaches+larger+GPT-5.4+performance+while+using+only+**30%25+of+Codex+quota**%2C+becoming+the+default+for+many+coding+workflows.+Pricing+concerns+and+truthfulness+tradeoffs+were+noted%2C+with+mixed+third-party+evaluations+on+reasoning+and+resistance+to+false+premises.+OpenAI+also+addressed+behavior+tuning+issues+in+a+recent+update.+Meanwhile%2C+agent+infrastructure+is+evolving+with+secure+code+execution+and+orchestration+tools+like+**LangChain%27s+LangSmith+Sandboxes**+and+**Open+SWE**%2C+inspired+by+internal+systems+at+**Stripe%2C+Ramp%2C+and+Coinbase**.+Subagents+and+secure+execution+are+now+key+product+features%2C+with+releases+like+**Hermes+Agent+v0.3.0**+showcasing+plugin+architectures%2C+live+Chrome+control%2C+and+voice+mode.+Research+on+attention+mechanisms%2C+including+**Attention+Residuals**+and+vertical+attention%2C+is+gaining+traction.&type=issue&issueNumber=03&date=2026-03-17T05%3A44%3A39.731Z&companies=openai%2Clangchain%2Cstripe%2Cramp%2Ccoinbase%2Cnous-research%2Chermes-agent&models=gpt-5.4-mini%2Cgpt-5.4-nano%2Cgpt-5.4%2Ccodex not much happened today **OpenAI** released **GPT-5.4 mini** and **GPT-5.4 nano**, their most capable small models optimized for coding, multimodal understanding, and subagents, featuring a **400k context window** and over * https://prismix.dev/news/9fad639808c3 2026-05-15 monthly 0.7 https://prismix.dev/news/5c829579da64 2026-05-15 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 2026-05-15 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/01/dgx-vera-rubin-nvl72-768x432.png Introducing NVIDIA BlueField-4-Powered CMX Context Memory Storage Platform for the Next Frontier of AI AI‑native organizations increasingly face scaling challenges as agentic AI workflows drive context windows to millions of tokens and models scale toward... https://prismix.dev/news/dd1977c3a3d7 2026-05-15 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/inference-press-dynamo-gtc26-4960950-1920x1080-1-768x432.png How NVIDIA Dynamo 1.0 Powers Multi-Node Inference at Production Scale Reasoning models are growing rapidly in size and are increasingly being integrated into agentic AI workflows that interact with other models and external tools.... https://prismix.dev/news/2b4e485c7e28 2026-05-15 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/four-stacked-nvidia-dgx-spark-768x432.png Scaling Autonomous AI Agents and Workloads with NVIDIA DGX Spark Autonomous AI agents are driving the next wave of AI innovation. These agents must often manage long-running tasks that use multiple communication channels and... https://prismix.dev/news/9df0232433bc 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/d898835542a8 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/25d4c9706f53 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/cc2fed7ba1be 2026-05-15 monthly 0.7 https://prismix.dev/news/d03e8858e0fe 2026-05-15 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 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!8MN9!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F40c91044-d27d-4903-972d-0f1a9bbed2e5_1200x675.png ThursdAI - Mar 5 - OpenAI's GPT-5.4 Solves a 20-Year Math Problem, Anthropic Gets Designated a Supply Chain Risk, Qwen Drama Unfolds From Weights & Biases, we were hoping for a chill "Anthropic vs Gov" week, but then OpenAI dropped GPT 5.4 in the middle of our live stream + Qwen models and corpo drama, Stepfun 3.5 and wolfbench.ai https://prismix.dev/news/e7e67a5dbf66 2026-05-15 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/CUDA-Tile-Flash-Attention-768x431.png Tuning Flash Attention for Peak Performance in NVIDIA CUDA Tile In this post, we dive into one of the most critical workloads in modern AI: Flash Attention, where you’ll learn: How to implement Flash Attention using NVIDIA... https://prismix.dev/news/2b04a3f09d14 2026-05-15 monthly 0.7 https://developer-blogs.nvidia.com/wp-content/uploads/2026/03/Floating-Point-CUB.webp Controlling Floating-Point Determinism in NVIDIA CCCL A computation is considered deterministic if multiple runs with the same input data produce the same bitwise result. While this may seem like a simple property... https://prismix.dev/news/b0e77e1b4e58 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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**, **$1.50/M output**, **1432 Elo on LMA https://prismix.dev/news/90c885eacc44 2026-05-15 monthly 0.7 https://images.zed.dev/blog/hidden-gems-part-3/thumbnail.webp Hidden Gems: Part 3 Favorite workflows and hidden features from the Zed team and community. https://prismix.dev/news/d8b2c806a7b9 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 ($50B)**. Ke https://prismix.dev/news/21c780bcf1f7 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!oyTU!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2cad176-f718-4046-8486-161c1111435e_2680x1366.png Open models in perpetual catch-up The open-closed gap, distillation, innovation timescales, how open models win, specialized models, what’s missing, etc. https://prismix.dev/news/947ffe344008 2026-05-15 monthly 0.7 https://news.smol.ai/api/og?title=Claude+Sonnet+4.6%3A+clean+upgrade+of+4.5%2C+mostly+better+with+some+caveats&description=**Anthropic**+launched+**Claude+Sonnet+4.6**%2C+an+upgrade+over+Sonnet+4.5%2C+featuring+broad+improvements+in+**coding%2C+long-context+reasoning%2C+agent+planning%2C+knowledge+work%2C+and+design**%2C+plus+a+**1M-token+context+window+%28beta%29**.+Benchmarks+show+Sonnet+4.6+leading+on+**GDPval-AA+ELO+1633**%2C+with+significant+token+usage+increases+and+improved+output+aesthetics.+Integrations+include+**Cursor%2C+Windsurf%2C+Microsoft+Foundry%2C+and+Perplexity+Pro%2FMax**.+Early+user+feedback+noted+some+regression+issues+that+were+later+fixed.+Pricing+remains+the+same+as+Sonnet+4.5.+Tooling+enhancements+include+code+execution+for+filtering+results%2C+improving+accuracy+and+efficiency.&type=issue&issueNumber=02&date=2026-02-17T05%3A44%3A39.731Z&companies=anthropic%2Ccursor%2Cmicrosoft%2Cperplexity-ai%2Ccognition&models=claude-3-sonnet-4.6%2Cclaude-3-sonnet-4.5%2Cclaude-3-opus-4.5%2Cclaude-3-opus-4.6 Claude Sonnet 4.6: clean upgrade of 4.5, mostly better with some caveats **Anthropic** launched **Claude Sonnet 4.6**, an upgrade over Sonnet 4.5, featuring broad improvements in **coding, long-context reasoning, agent planning, knowledge work, and design**, plus a **1M-to https://prismix.dev/news/454aed058ebc 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/ecb3166ba6ba 2026-05-15 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, $1/hour **MiniMax-M2.5** is now open source, featuring an "agent-native" reinforcement learning framework called **Forge** trained across **200k+ RL environments** for coding, tool use, and workflows. It boas https://prismix.dev/news/972e405de228 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/a654ad0d3232 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/9f181e73c557 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://news.smol.ai/api/og?title=OpenAI+Codex+App%3A+death+of+the+VSCode+fork%2C+multitasking+worktrees%2C+Skills+Automations&description=**OpenAI**+launched+the+**Codex+app**+on+macOS+as+a+dedicated+agent-native+command+center+for+coding%2C+featuring+**multiple+agents+in+parallel**%2C+**built-in+worktrees**+for+conflict+isolation%2C+**skills**+for+reusable+bundles%2C+and+**scheduled+automations**.+The+app+emphasizes+developer+workflows+like+**Plan+mode**+for+upfront+task+decomposition+and+is+gaining+positive+adoption+signals+from+insiders+including+**%40sama**.+There+is+movement+towards+ecosystem+standardization+of+skills+folders%2C+signaling+early+conventions+in+agent+tooling.+Codex+also+exemplifies+a+%22self-improving%22+product+feedback+loop+combining+humans+and+agents.+In+coding+agents+practice%2C+best+practices+include+a+%22test-first%22+approach+to+bug+fixes%2C+the+%22conductor%22+model+where+one+developer+manages+5-10+agents+in+parallel%2C+and+a+neurosymbolic+framing+explaining+why+coding+agents+succeed+due+to+software%27s+verifiability+and+symbolic+tooling.+Benchmark+skepticism+remains+about+productivity+studies+that+do+not+reflect+agentic+workflows.&type=issue&issueNumber=02&date=2026-02-02T05%3A44%3A39.731Z&companies=openai&models=codex 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https://news.smol.ai/api/og?title=MoltBook+takes+over+the+timeline&description=**Moltbook**+and+**OpenClaw**+showcase+emergent+multi-agent+social+networks+where+AI+agents+autonomously+interact%2C+creating+an+AI-native+forum+layer+with+complex+security+and+identity+challenges.+**Karpathy**+describes+this+as+%22takeoff-adjacent%2C%22+highlighting+bots+self-organizing+and+engaging+in+prompt-injection+and+credential+theft.+**Anthropic**+reports+on+AI+coding+tradeoffs+with+a+study+of+**52+junior+engineers**+and+reveals+**Claude**+planned+a+Mars+rover+drive%2C+marking+a+milestone+in+AI-driven+space+exploration.+**Google**+publicly+releases+**Genie+3**%2C+sparking+debate+over+its+capabilities+and+latency+issues.+The+rise+of+agent-to-agent+private+communications+raises+concerns+about+alignment+and+observability+in+2026.&type=issue&issueNumber=01&date=2026-01-30T05%3A44%3A39.731Z&companies=moltbook%2Copenclaw%2Canthropic%2Cgoogle&models=claude%2Cgenie-3 MoltBook takes over the timeline **Moltbook** and **OpenClaw** showcase emergent multi-agent social networks where AI agents autonomously interact, creating an AI-native forum layer with complex security and identity challenges. **Ka https://prismix.dev/news/f46dae99c490 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 **$8/month** with ads testing in the US free tier, emphasizing that ads will not influence responses and will be clearly labeled. The update includes me https://prismix.dev/news/de4b966d0fbf 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 **$230 billion** with investors like **Nvidia**, **Cisco Investments**, and others. The https://prismix.dev/news/83fb5439cd58 2026-05-15 monthly 0.7 https://cdn-uploads.huggingface.co/production/uploads/63b738acbd2d1535227daa4c/7B01Lxy_IS-2FaPGUKJiA.png NVIDIA Cosmos Reason 2 Brings Advanced Reasoning To Physical AI Back to Articles NVIDIA Cosmos Reason 2 Brings Advanced Reasoning To Physical AI Enterprise + Article Published January 5, 2026 Upvote 64 Tsung-Yi Lin tsungyi nvidia Debraj Sinha debrajsinha nvidia NV https://prismix.dev/news/33549f71f0dc 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!hw1f!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbd0a3b2c-acf4-4d05-ba5f-5535a9a1ba40_2752x1536.jpeg ThursdAI - Jan 1 2026 - Will Brown Interview + Nvidia buys Groq, Meta buys Manus, Qwen Image 2412 & Alex New Year greetings From Weights & Biases, Last episode of last year, first episode of this new one, Groq and Manus are picked up last second, Qwen releases a new image & interview with Will Brown from Prime Intellect https://prismix.dev/news/cf03474449ab 2026-05-15 monthly 0.7 https://prismix.dev/news/339daa4d2cca 2026-05-15 monthly 0.7 https://prismix.dev/news/90fe0bdbdeb9 2026-05-15 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/dfad3fc4-b195-4e7e-a6a7-7701b59ed57b_1394x918.png The State Of LLMs 2025: Progress, Problems, and Predictions A 2025 review of large language models, from DeepSeek R1 and RLVR to inference-time scaling, benchmarks, architectures, and predictions for 2026. https://prismix.dev/news/826c2d2a2f7c 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 monthly 0.7 https://prismix.dev/news/4f6adb690a0c 2026-05-15 monthly 0.7 https://prismix.dev/news/5a845e3a897f 2026-05-15 monthly 0.7 https://prismix.dev/news/cde0812f1db7 2026-05-15 monthly 0.7 https://prismix.dev/news/715b01f688c5 2026-05-15 monthly 0.7 https://prismix.dev/news/91844ce984ce 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/132db53130ed 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!3yYS!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6d17996-2bef-40a4-abe3-be72a0e8a227_258x258.png Import AI 438: Silent sirens, flashing for us all You are your LLM history https://prismix.dev/news/f66429fa04e3 2026-05-15 monthly 0.7 https://prismix.dev/news/4ddcd440e5f0 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/3796ad08bcbd 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://lh3.googleusercontent.com/l6Mf-2yaDruDXfw5beVKWDST7a-LZ___jsRFz4m5nOIjTRswKn26hQHVY7etFGhWx0MawManogFhNQdm5LDtD7anN4KG-XZnPoOsm58Z48gEC084b-k=w1440-h810-n-nu Google DeepMind supports U.S. Department of Energy on Genesis: a national mission to accelerate innovation and scientific discovery Google DeepMind and the DOE partner on Genesis, a new effort to accelerate science with AI. https://prismix.dev/news/8d02ffe6c23a 2026-05-15 monthly 0.7 https://eugeneyan.com/assets/og_image/eval-checkbox.jpg Product Evals in Three Simple Steps Label some data, align LLM-evaluators, and run the eval harness with each change. https://prismix.dev/news/f482b0e9fc5a 2026-05-15 monthly 0.7 https://huggingface.co/blog/assets/rapidfireai/thumbnail.png 20x Faster TRL Fine-tuning with RapidFire AI Back to Articles 20x Faster TRL Fine-tuning with RapidFire AI Published November 21, 2025 Update on GitHub Upvote 27 Kamran Bigdely kbigdelysh rapidfire-ai-inc Arun Kumar arunkk09 rapidfire-ai-inc Que https://prismix.dev/news/471dd2152325 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://prismix.dev/news/b9d0197c0e6f 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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. 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Windows Now Zed for Windows is finally here. Download it today. https://prismix.dev/news/8c6cdb591c1b 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$s_!_7Xu!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffd787c39-049e-40b0-8e6e-d0938a977c96_1376x864.png On Working with Wizards Verifying magic on the jagged frontier https://prismix.dev/news/2a67d7ea7473 2026-05-15 monthly 0.7 https://substack-post-media.s3.amazonaws.com/public/images/00515b82-fd01-4c5b-b1b9-2d4b38100be0_1236x775.png Understanding and Implementing Qwen3 From Scratch A Detailed Look at One of the Leading Open-Source LLMs https://prismix.dev/news/cdc03440641f 2026-05-15 monthly 0.7 https://zed.dev/img/post/claude-code-zed/thumbnail.webp Claude Code: Now in Beta in Zed You asked, and here it is. Use Claude Code in public beta directly in Zed, built on the new Agent Client Protocol. https://prismix.dev/news/af0a64554f75 2026-05-15 monthly 0.7 https://substackcdn.com/image/fetch/$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 2026-05-15 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 2026-05-15 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 2026-05-15 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 2026-05-15 monthly 0.7 https://zed.dev/img/post/windows-progress/thumbnail.webp Zed for Windows: What's Taking So Long?! 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https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F78382a83-f634-4cfa-92b9-bbea30c61a60_841x926.png Understanding and Coding the KV Cache in LLMs from Scratch KV caches are one of the most critical techniques for efficient inference in LLMs in production. https://prismix.dev/news/b45f5b39da38 2026-05-15 monthly 0.7 https://lh3.googleusercontent.com/9v4S93hIgs9kgYHxshjUc9D-VrOJ36qPdAVprcrSQcoOmyJRCS3fz6FGecmqhfnRZFSO457EhlWrSdyNtWEyM2N0lVy1lIUpiFVGOLNP6fHaQgBaElo=w1440-h810-n-nu How we're supporting better tropical cyclone prediction with AI We’re launching Weather Lab, featuring our experimental cyclone predictions, and we’re partnering with the U.S. National Hurricane Center to support their forecasts and warnings this cyclone season. https://prismix.dev/news/tag/version-bump 2026-05-15 daily 0.5 https://prismix.dev/news/tag/version-bump/feed.rss 2026-05-15 daily 0.3 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