False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents Paper • 2609.39102 • Published 13 days ago • 653
The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation Paper • 2609.36484 • Published 14 days ago • 556
AgentGrad: Intervention-guided Prompt Optimization for Multi Agent Systems Paper • 2609.08572 • Published Sep 8 • 86