The Trinity:Capability-Driven Recursive Self-Improvement for Multimodal Agents Paper • 2610.36077 • Published 5 days ago • 390
Who Takes the Lead? Model Ability and Task-Conditioned Collaboration with Humans Paper • 2610.27148 • Published 12 days ago • 12
VideoJev: System One Model for Video Understanding and Interaction Paper • 2610.18615 • Published 18 days ago • 242
Opera: A Verbal Critic Framework for Long-horizon Coding Agents Paper • 2609.33987 • Published 23 days ago • 19
ASCENT: Online Test-Time Training of Long-Horizon Agents via Self-Distillation of Verified Experience Paper • 2610.05303 • Published 27 days ago • 24
DataMagic: Authoring Data Videos through Declarative Multi-Agent Orchestration Paper • 2609.33403 • Published Sep 27 • 17
JEPA-Anything: Learning Predictive Models across Different Worlds Paper • 2609.20800 • Published Sep 17 • 74
ScienceIDE: Turning World's Scientific Codebase into Agent Learnable Environments Paper • 2609.19134 • Published Sep 16 • 101
Continual Learning Mechanisms Compose for Long-Horizon Memorization Paper • 2609.06986 • Published Sep 7 • 290
QuoteBench: How Matched Scores Can Hide Command-Path Failures Paper • 2608.13547 • Published Aug 13 • 8
VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Paper • 2607.28590 • Published Jul 30 • 47