False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents Paper • 2609.39102 • Published 9 days ago • 677
The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation Paper • 2609.36484 • Published 10 days ago • 582
Realtime-Venus: A full-duplex interaction system with asynchronous delegation Paper • 2609.13814 • Published 27 days ago • 227