More Methods, Better Agents? A Reality Check on Self-Distillation in Agentic Reinforcement Learning Paper • 2610.19789 • Published 16 days ago • 61
False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents Paper • 2609.39102 • Published 30 days ago • 235
Does Learning Protein Folding Generalize to Broader Reasoning? Paper • 2609.38879 • Published 30 days ago • 53