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Thu, Jun 11
5 stories
RESEARCH Tahoe Text-to-SQL System Cuts Compiler Feedback by 96% 
RESEARCH Google's DiffusionGemma Hits 1,000 Tokens Per Second 
RESEARCH GRPO Cuts Pause-Handling Errors in Full-Duplex Agents Without Semantic Loss 
RESEARCH Kamai's Phase Diagram Predicts Multimodal Failure Before GPU Commit 
RESEARCH ABC-Bench Shows LLM Agents Now Outperform Expert Biologists on Lab Tasks Wed, Jun 10
8 stories
RESEARCH FPCG steers reasoning models at test time without retraining 
RESEARCH Linear Probes Predict Reasoning-Model Behavior at 64–91% Accuracy RESEARCH LLM Leaderboards Fail to Predict Production Reliability 
RESEARCH Grok 3 Surpasses Credentialed Biologists on Autonomous DNA Lab Tasks 
RESEARCH EEVEE Surpasses Self-Improving Agents with 48% Margin on Multi-Domain Inference 
RESEARCH Piper Compiler Eliminates Hand-Coding for Distributed Training 
RESEARCH Single Linear Layer Outperforms 1M-Parameter Gate in MTP Speedup Test 
RESEARCH Real EHR Benchmark Exposes Limits of LLMs in Clinical Action Tue, Jun 09
9 stories
RESEARCH AHA-WAM achieves 4.59× faster robot control by decoupling Diffusion Transformers 
RESEARCH FASE Cuts Hallucination Detection to 333x Speed 
RESEARCH New DRPO Method Fixes Long-Tail Vocabulary Collapse in LLM RL 
RESEARCH FASE Cuts Hallucination Detection Cost to 0.3% of Rivals 
RESEARCH SIGA Speeds Coding Agents on Scientific Simulators by 36× 
RESEARCH Echo-Memory Shows World Models Fail the Revisit Test 
RESEARCH Waterloo researchers cut uncertainty quantification cost 99.7% with FASE 
RESEARCH EvalCards Schema Exposes Systematic AI Benchmark Metadata Gaps 
RESEARCH Perplexity Agentic AI Cuts Task Time 87 Percent in Production Study Thu, Jun 04
3 stories
RESEARCH 64 Percent of Audio-Text Conflicts in AI Models Are Fixable 
RESEARCH Router Matching 50 Retries with 10 Samples Cuts LLM Test-Time Compute 
RESEARCH StreamMA Cuts Multi-Agent Reasoning Latency 26.9× Wed, Jun 03
2 stories RESEARCH Alibaba Open-Sources Skill-RM for Unified LLM Reward Evaluation 
RESEARCH Vendor-Diverse Judge Panels Eliminate Bias in Language Model Evaluations
RESEARCH Vendor-Diverse Judge Panels Eliminate Bias in Language Model Evaluations Tue, Jun 02
5 stories
RESEARCH LLMs Can Induce Hidden Rules, but Procedural Execution Remains Uncracked 
RESEARCH AdaCodec cuts video-token load by 7× with predictive encoding 
RESEARCH SafeSteer cuts alignment tax by targeting sparse safety tokens 
RESEARCH Output Format Drives Faster Accuracy Loss Than Domain Shift in Multimodal LLMs 
RESEARCH SubFit Maintains 84.6% Accuracy While Pruning LLM Layers at 25% Sparsity Fri, May 29
5 stories
RESEARCH Claude Code Spent 58% of Sessions Optimizing a Broken Architecture 
RESEARCH Robot Manipulation Accuracy Jumps 22.5% With Motion-Aware Encoder 
RESEARCH Linear Inverse Problems Don't Protect Against Diffusion Hallucination 
RESEARCH HullFT Method Cuts Test-Time Finetuning Latency Versus SIFT 
RESEARCH GPIC Open-Source Dataset Displaces ImageNet-1K as Standard Training Corpus Thu, May 28
3 stories
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