The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation Paper • 2609.36484 • Published 8 days ago • 578
False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents Paper • 2609.39102 • Published 7 days ago • 671
The Mechanics of Democratic Dominance: A System Dynamics Paradigm for Dynamic Consent Engineering Paper • 2608.27509 • Published Aug 31 • 5