SwarmRSI: Recursive Self-Improvement through Evolving Scientific Agent Swarm Paper • 2610.20431 • Published 6 days ago • 75
False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents Paper • 2609.39102 • Published 20 days ago • 642
The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation Paper • 2609.36484 • Published 21 days ago • 548