LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence Paper • 2609.17488 • Published Sep 15 • 270
False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents Paper • 2609.39102 • Published Sep 30 • 150
AgentGrad: Intervention-guided Prompt Optimization for Multi Agent Systems Paper • 2609.08572 • Published Sep 8 • 53