RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations Paper • 2610.01780 • Published 9 days ago • 277
Triadic Linear Attention: Three-Dimensional Recurrent States for Long-Context Sequence Modeling Paper • 2609.36529 • Published 11 days ago • 37
LVMT: Video Mask Transformer for Long-term Video Segmentation Paper • 2609.34895 • Published 11 days ago • 19
Asking for What Was Never Requested: Horizontal and Vertical Proactivity in Agents Paper • 2609.37236 • Published 11 days ago • 41
EVO-WAM: Evolving World Action Models through Video-Action Verification Paper • 2609.38057 • Published 11 days ago • 49
HybridCUA: Learning to Orchestrate GUI and CLI for Computer-Use Agents Paper • 2609.38008 • Published 11 days ago • 48
Scaling Properties of Same-Family On-Policy Distillation Paper • 2609.32722 • Published 14 days ago • 326