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Thu, May 28
4 stories
RESEARCH Schema.org Metadata Cuts Agentic Retrieval Errors by Two-Thirds 
RESEARCH Stanford Framework Keeps AI Agents Within Violation Targets 
RESEARCH Bidirectional Evolutionary Search Escapes Autoregressive Limits in Reasoning 
RESEARCH MATCHA Outperforms BERTScore by 20% at Detecting Semantic Contradictions Wed, May 27
3 stories
RESEARCH BRANE Cuts Retrieval Agent Costs by 89% Per Query 
RESEARCH RLHF Training Amplifies Model Bias to 100 Percent 
RESEARCH Meta Shrinks Mixture-of-Experts to Smartphones Without Cloud Offloading Tue, May 26
10 stories
RESEARCH Mistral's 30B mixture-of-depths model remains unconfirmed but would fill a code-stack gap 
RESEARCH ActiveGraph Inverts Agent Architecture, Putting Event Log First 
RESEARCH LoopMDM Cuts Training FLOPs 3.3× by Recycling Transformer Layers 
RESEARCH VeriTrace Improves Research Agents Without Scaling Models 
RESEARCH Claw-Anything Benchmark Sets 34.5% Ceiling for Always-On Agents 
RESEARCH OrpQuant Runs 7B Models on Edge Silicon Without Multipliers 
RESEARCH IBM Framework Classifies Code Changes at 84% Recall 
RESEARCH Self-Generated Replay Cuts Catastrophic Forgetting in Fine-Tuned Models 
RESEARCH Stanford Framework Reveals Hidden Flaws in AI Benchmarks 
RESEARCH MobileGym Solves Mobile-Agent Reproducibility at Scale Mon, May 25
7 stories
RESEARCH Study: AI Narrative Explanations Boost User Trust, Not Accuracy 
RESEARCH Model Scale Fails to Predict Extracted Skill Performance 
RESEARCH Five Bugs Killed agentmemory in Seven Days 
RESEARCH Shannon-Hartley Theorem Explains LLM Quantization Regressions 
RESEARCH Complete-muE Lets Teams Transfer Dense Hyperparameters to MoE 
RESEARCH Microsoft's SkillOpt Lifts Agent Accuracy 24 Points via Automated Skill Refinement 
RESEARCH MemAudit Cuts Memory-Poisoning Attacks to 0% Sat, May 23
1 story
Fri, May 22
7 stories
RESEARCH Six Chatbots Show 12-Point Accuracy Drop on Hindi News 
RESEARCH Matching Principle Unifies Seven Robustness Families 
RESEARCH Gated DeltaNet-2 Beats Linear Baselines on Long-Context Retrieval 
RESEARCH Vector Policy Optimization beats GRPO on diverse sampling 
RESEARCH Self-Modifying Agents Boost Benchmark Score to 0.61 
RESEARCH DeltaBox cuts AI agent checkpoint latency to 14 milliseconds 
RESEARCH LCGuard Patches KV-Cache Leakage in Multi-Agent Systems Thu, May 21
7 stories
RESEARCH DelTA Framework Improves Reasoning by Fixing Token-Level Credit Assignment 
RESEARCH Equilibrium Reasoners lift Sudoku accuracy from 2.6% to 99% via test-time scaling 
RESEARCH NVIDIA's CARV cuts 3D distillation compute by 2–3× 
RESEARCH One hyperparameter rule captures most of µP's gains 
RESEARCH RELEX reconstructs RLVR checkpoints from 15% training data 
RESEARCH Peking researchers release DeepWeb-Bench, exposing derivation failures in frontier AI 
RESEARCH Fine-tuning erases reasoning chains while accuracy stays high Wed, May 20
1 story
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