False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents Paper • 2609.39102 • Published 14 days ago • 654
Beyond Memory: Harnessing Long-Horizon Agents with Explicit Belief States Paper • 2610.01415 • Published 13 days ago • 92
UniEvo-VL: An On-policy Self-Distillation Training Recipe for Multimodal Model Self-improvement Paper • 2609.38721 • Published 14 days ago • 274
VoiceMem: Streaming Dual-Brain Memory for Real-Time Interaction Paper • 2608.26005 • Published Aug 26 • 154