VEPA: Verified Evolving Formal Policy for Lifelong LLM Agent Guardrails Paper • 2610.12813 • Published 7 days ago • 1
QUEEN (Chess) models Collection Our models trained to play chess (4B) • 2 items • Updated 13 days ago • 2
Coding-Agent Benchmarks Should Match Their Users' Task Flows Paper • 2610.09633 • Published 8 days ago • 12
Video-RSI: Recursive Self-Improvement of Video Understanding Agents via Harness Evolution Paper • 2609.37950 • Published 16 days ago • 16
Surfing the Activation Wave: Analyzing the Information and Geometry of LLM Hidden States for Speculative Decoding Paper • 2610.12939 • Published 6 days ago • 17
From Given to Gathered Evidence: Agentic Learning for Longitudinal Medical Reasoning Paper • 2609.39566 • Published 15 days ago • 17
DataVista: Diagnosing Multimodal LLMs on Data Video Understanding Paper • 2610.11993 • Published 7 days ago • 17
GraphDecisionBench: Benchmarking System One Models on Graph Tasks Paper • 2610.06354 • Published 6 days ago • 19
Judging in Latent Space: Efficient Generative Reward Modeling via Semantics-Preserving Compression Paper • 2610.09788 • Published 7 days ago • 23
SWE-Duel: Towards a Self-Scaling Arena for Coding Agents Paper • 2610.12569 • Published 7 days ago • 21
Contextual Correction of Parallel Drafts for Speculative Decoding Paper • 2610.12570 • Published 7 days ago • 32
RSI-Anything: Unlocking Recursive Self-Improvement with World Models Paper • 2610.13912 • Published 6 days ago • 45
Work2Skill: Capturing Human GUI Experience for Reusable Agent Skill Induction Paper • 2610.12984 • Published 6 days ago • 51
SepGen: Multi-Stem Audio-Video Separation and Generation in a Single Model Paper • 2610.11361 • Published 7 days ago • 45
ProgramGym: Scaling Training Environments for Long-Horizon Program Reproduction Agents Paper • 2610.13395 • Published 6 days ago • 54
Continually Post-training Small Models via Synthetic Self-distillation Paper • 2610.13113 • Published 6 days ago • 45
view article Article ColGrep-Agent: Cutting Frontier Coding Agents’ Tokens by a Third lightonai • 3 days ago • 19
RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations Paper • 2610.01780 • Published 14 days ago • 287