False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents Paper • 2609.39102 • Published Sep 30 • 158
Just-in-Time Memory: Learning to Curate Task-Adaptive Memory for LLM Agents Paper • 2609.27334 • Published Sep 23 • 55
Flattening Every Memory Peak in Long-Context Mixture-of-Experts Training Paper • 2609.14306 • Published Sep 13 • 19