RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations Paper • 2610.01780 • Published 6 days ago • 264
Triadic Linear Attention: Three-Dimensional Recurrent States for Long-Context Sequence Modeling Paper • 2609.36529 • Published 8 days ago • 26
LVMT: Video Mask Transformer for Long-term Video Segmentation Paper • 2609.34895 • Published 8 days ago • 17
Asking for What Was Never Requested: Horizontal and Vertical Proactivity in Agents Paper • 2609.37236 • Published 8 days ago • 40
EVO-WAM: Evolving World Action Models through Video-Action Verification Paper • 2609.38057 • Published 8 days ago • 48
HybridCUA: Learning to Orchestrate GUI and CLI for Computer-Use Agents Paper • 2609.38008 • Published 8 days ago • 47
Scaling Properties of Same-Family On-Policy Distillation Paper • 2609.32722 • Published 11 days ago • 323