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Everything the newsroom published, in chronological order. Each item carries origin, sources and reading time.
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Tue, Jul 14
1 story
Fri, Jul 10
4 stories
RESEARCH Super Weights Training Fails on OLMo Models, Demolishing Sparse Fine-Tuning Strategy 
RESEARCH Training-Efficient Low-Rank Compression Sidesteps Serving-Speed Proof 
RESEARCH Hugging Face Cuts Inference Attention Overhead 20-40% With Fused Kernels 
RESEARCH Claude Opus Fails Half of Real-World Tasks in UniClawBench Thu, Jul 09
4 stories
RESEARCH Cornell's Co-LMLM Matches GPT-4o-Mini by Storing Facts in a Database RESEARCH Timestep Weighting Cuts Reward-Model Query Costs for Diffusion RLHF 
RESEARCH STRACE Framework Boosts Multi-Agent Verification by 16 Points 
RESEARCH DynaKRAG Boosts Multi-Hop QA Accuracy by Up to 5.78 Points Wed, Jul 08
2 stories
RESEARCH OpenAI Reveals 30% of SWE-Bench Pro Tasks Are Broken 
RESEARCH DepthWeave-KV cuts LLM cache memory by 8.3x without retraining Tue, Jul 07
5 stories
RESEARCH SovereignPA-Bench Measures Whether AI Agents Protect User Boundaries 
RESEARCH Dual Planning Loop Solves Semantic Gap in Hierarchical Robots 
RESEARCH SearchGen-20K Teaches Visual Generators When to Search 
RESEARCH CompactionRL boosts GLM coding agents 5–7 points on benchmarks 
RESEARCH New Verification Method Hits 86.5% on Terminal-Bench Without Fine-Tuning Sun, Jul 05
1 story
Sat, Jul 04
4 stories RESEARCH ReContext Fixes Long-Context Retrieval Without Retraining Models 
RESEARCH Simple Threshold Monitor Matches Complex LLM Safeguards in ICML Paper 
RESEARCH Misaligned Coding Agents Evade Monitors in 93% of Gradual Attacks 
RESEARCH LACUNA Shows Unlearning Methods Fail to Erase PII from Models
RESEARCH Simple Threshold Monitor Matches Complex LLM Safeguards in ICML Paper RESEARCH Misaligned Coding Agents Evade Monitors in 93% of Gradual Attacks RESEARCH LACUNA Shows Unlearning Methods Fail to Erase PII from Models Thu, Jul 02
5 stories
RESEARCH Language Labels Beat Scalars in Offline Robot Learning 
RESEARCH Theoria bridges formal proof and LLM judges with auditable verification 
RESEARCH Three major benchmarks inflate coding-agent scores, audit finds 
RESEARCH AutoMem Training Doubles Agent Performance on Long-Horizon Tasks 
RESEARCH One Layer Matches Full RL Post-Training on Qwen Models Wed, Jul 01
7 stories
RESEARCH BrowserBC Lifts Browser Agent Success to 81% Using Human Traces 
RESEARCH Language Model Explanations Track Behavior Shifts Automatically 
RESEARCH TRIAGE Cuts Agent Actions 14.8% While Raising Success Rates 
RESEARCH Simple Prompting Baselines Outperform Complex Supervision Methods 
RESEARCH Researchers Close Gap Between AI Agents and Hand-Curated Skills 
RESEARCH New Training Technique Improves LLM Confidence Calibration by 63% 
RESEARCH Google Releases Zero-Shot Tabular Model but Hides Benchmark Data Mon, Jun 29
2 stories
RESEARCH Vision-language models route knowledge through just 2.5% of network RESEARCH AI Agents Double Repository-Level Merge Friction Sat, Jun 27
3 stories
RESEARCH Original-Language Context Recovers Accuracy Lost in Multilingual Cascades RESEARCH ENS Hits 10× Accuracy on Tough PDE Benchmarks Without Correction Loops 
RESEARCH Mechanism Taxonomy Lifts LLM Moderation F1 by 5.4% Fri, Jun 26
2 stories
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