False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents Paper • 2609.39102 • Published 6 days ago • 671
Rethinking Latent Visual Reasoning: Grounding Latent Reasoning in Visual Evidence Paper • 2609.34563 • Published 8 days ago • 216
Knowledge Pull Requests for Continual Document Authoring Paper • 2609.26634 • Published 14 days ago • 12
WorldAttention: An Efficient Attention Architecture for Interactive Video World Models Paper • 2609.34606 • Published 8 days ago • 49
MemoryAthena: Adaptive Routing over Latent and Generated Memories Paper • 2609.25853 • Published 14 days ago • 16
SAKI: Maximal-Coupling-Routed Teacher Supervision for On-Policy Distillation Paper • 2609.36601 • Published 7 days ago • 94
SoL-Refiner: Speed-of-Light One-Step Refinement for High-Resolution Video Paper • 2609.37969 • Published 7 days ago • 41
EngiWorld: What Can Frontier Agents Deliver in Professional Engineering Environments? Paper • 2609.37686 • Published 7 days ago • 70
TimeEvo: Failure-Driven Self-Evolution of a Time Series Agent Paper • 2609.27277 • Published 13 days ago • 33