False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents Paper • 2609.39102 • Published Sep 30 • 235
VisionHOPE: Visual Backbones as Self-Modifying Learning Systems Paper • 2609.33325 • Published Sep 27 • 346
Groupwise Agentic Grading and Advantage Redistribution for Code Agent RL Paper • 2609.32577 • Published Sep 26 • 54