False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents Paper • 2609.39102 • Published 5 days ago • 392
The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation Paper • 2609.36484 • Published 6 days ago • 465
Self-OPD: On-Policy Distillation for Flow Matching Models without Teacher Paper • 2608.26872 • Published Aug 27 • 65