Recovering Reliable Supervision via Critique-Guided On-Policy Distillation Paper • 2610.20572 • Published 2 days ago • 77
False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents Paper • 2609.39102 • Published 16 days ago • 665
Transformers Stop Thinking Too Early, and a Tiny LoRA Fixes It Paper • 2609.36585 • Published 17 days ago • 72
The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation Paper • 2609.36484 • Published 17 days ago • 564
Transferring the Intelligence of VLMs to Robotic Control Paper • 2609.22966 • Published 27 days ago • 94