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Fri, May 22
3 stories
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
Tue, May 19
8 stories
RESEARCH Allen AI's OlmoEarth v1.1 cuts satellite inference compute 3x 
RESEARCH Medical LLMs Underweight Patient Autonomy 
RESEARCH Researchers Map Hallucination Rates by Model Size and Data Frequency 
RESEARCH RRFP Achieves 2.77× Throughput on Multimodal Pipeline-Parallel Training 
RESEARCH DashAttention reaches 75% sparsity while matching full-attention accuracy 
RESEARCH EnvFactory lifts Qwen3 tool-calling accuracy 15% with synthetic data 
RESEARCH Memory Lookup Replaces Linear Attention Over Long Prefixes 
RESEARCH SAEBench Metrics Rank SAEs Backwards, Audit Finds Mon, May 18
2 stories
RESEARCH Autonomous Disease Forecasting System Outperforms CDC Ensemble on Blinded Tests 
RESEARCH FORGE Reduces Agent Failures to 1% Without Model Fine-Tuning Sun, May 17
3 stories
RESEARCH Grep Beats Vector Search in Inline Agent Retrieval 
RESEARCH Frontier Agents Reach 25% on Real-World Forecasting Test 
RESEARCH Microsoft Finds GPT-5 Fails Against Implausible Attacks Sat, May 16
6 stories
RESEARCH Scientific ML Models Disagree on 16% of Predictions Despite Matching Accuracy 
RESEARCH LLM Formalization Catches 18.8% Ambiguous Requirements in Safety Specs 
RESEARCH TFlow cuts multi-agent inference tokens 83% via weight injection 
RESEARCH Negation Neglect Drives False Belief Rate to 88.6% in Fine-Tuned LLMs 
RESEARCH Why Production Agents Fail Without Harness Infrastructure 
RESEARCH Berkeley Framework Cuts Agent Latency 1.3–2.2× Fri, May 15
6 stories
RESEARCH KV-Fold Extends Transformer Context to 128K Without Retraining 
RESEARCH IBM Boosts Zero-Shot Search Accuracy 25% With LLM Query Refinement 
RESEARCH 27M Attractor Model Beats GPT o3 on Logic Puzzles 
RESEARCH Reward Hacking Undetected in Single-Verifier Training 
RESEARCH Sparse-to-Dense RL Lifts MATH Scores to 78.5% on Small Models 
RESEARCH Standard load-balancing losses degrade SMoE expert specialization by 3x Thu, May 14
4 stories
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