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Everything the newsroom published, in chronological order. Each item carries origin, sources and reading time.
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RESEARCHQuoteBench Exposes 55-Point Gap Hidden in Coding-Agent Benchmarks
RESEARCHGoogle DeepMind Ships Sign Language AI to Pixel 11 Users
Fri, Aug 14
1 storyThu, Aug 13
6 stories RESEARCH Hugging Face Audits 2,226 ICML Papers, Finds 23% With False Claims 
RESEARCH LLM Agents Fall to Supply-Chain Attacks Hiding in Plain Language 
RESEARCH Inference-Time Scaffolding Lifts Weak Model Accuracy to 0.91 
RESEARCH IBM's VAKRA Benchmark Shows Models Fail 97% of Policy-Constrained Tasks RESEARCH RCI Framework Cuts Constraint Violations in Offline Safe RL Training 
RESEARCH Liquid AI ships 3.1B edge vision model with 228-token/second throughput
RESEARCH LLM Agents Fall to Supply-Chain Attacks Hiding in Plain Language RESEARCH Inference-Time Scaffolding Lifts Weak Model Accuracy to 0.91 RESEARCH IBM's VAKRA Benchmark Shows Models Fail 97% of Policy-Constrained Tasks RESEARCH RCI Framework Cuts Constraint Violations in Offline Safe RL Training RESEARCH Liquid AI ships 3.1B edge vision model with 228-token/second throughput Wed, Aug 12
2 stories
RESEARCH Open Geospatial Embeddings Lower Barrier to Satellite Data Analysis 
RESEARCH AI System Narrows Bounds on 40-Year Math Problem Tue, Aug 11
6 stories
RESEARCH Unified LLM Training Reveals Fundamental Mode Conflict 
RESEARCH MMDiff Lets Engineers Audit and Edit Multimodal Model Features 
RESEARCH ArchAgent v2 beats human champions on three-level cache design RESEARCH GENCO replaces three classical power grid solvers with one neural architecture 
RESEARCH Amazon's Consilience Detects Silent Mode Collapse in Confidence-Based Reasoning 
RESEARCH Taboo Stress-Tests LLMs on Production Constraints Mon, Aug 10
5 stories
RESEARCH Muon Optimizer Collapse After Grokking Threatens Production Training 
RESEARCH SABRE Benchmark Exposes Vision Models' Blindness to Visual Contradictions 
RESEARCH CreativeInstruct Recovers Diversity Without Slowing Inference 
RESEARCH Mankind Labs Cuts Agentic Loop Tokens 17–26% With Reversible Memory Eviction RESEARCH CoinRAG Achieves 5.3% F1 Gain on Multi-Hop RAG with Nugget Caching Sat, Aug 08
1 story
Fri, Aug 07
6 stories
RESEARCH CalibForge Trains Models to 30-Point Gains with Solver-Calibrated Tasks 
RESEARCH AV-AIVAT Cuts Agent Evaluation Cost 74-Fold With Certified Stopping RESEARCH Programmatic Tool Calling Beats JSON on New AI Models RESEARCH NVIDIA Publishes Full Greek RAG Playbook Reaching 2.3× Retrieval Gain 
RESEARCH DeepMind's WeatherNext Cyclones Outpace Hurricane Models by Full Day 
RESEARCH Skill Entropy Lifts Reasoning Model Scores From 34% to 68% Thu, Aug 06
6 stories RESEARCH Agent Harness Outweighs Model Choice in Document Reasoning RESEARCH Reasoning Core Beats Rival Procedural Toolkits on Three Reasoning Benchmarks 
RESEARCH OctoLong improves code agents with cross-repository training 
RESEARCH EvolveNet Evolves Agent Harness Instead of Model Weights 
RESEARCH Chain-of-Thought Works at Tiny Scale, Breaking Compute Link RESEARCH SeGaBench Tests LLMs on Compiler-Blind Code Optimization
RESEARCH OctoLong improves code agents with cross-repository training RESEARCH EvolveNet Evolves Agent Harness Instead of Model Weights RESEARCH Chain-of-Thought Works at Tiny Scale, Breaking Compute Link RESEARCH SeGaBench Tests LLMs on Compiler-Blind Code Optimization Wed, Aug 05
5 stories RESEARCH SocietyBench Counterfactual Events Expose Model Blindspots 
RESEARCH ReflectRL Recovers Reasoning Gains from Failed Expert Rollouts 
RESEARCH Test-time scaling regimes require distinct evaluation profiles RESEARCH ALiBi Models Lose Positional Awareness in Long-Context Inference 
RESEARCH Launch Inputs Matter More Than Model Choice for TUI Testing
RESEARCH ReflectRL Recovers Reasoning Gains from Failed Expert Rollouts RESEARCH Test-time scaling regimes require distinct evaluation profiles RESEARCH ALiBi Models Lose Positional Awareness in Long-Context Inference RESEARCH Launch Inputs Matter More Than Model Choice for TUI Testing Load more stories Loading…