RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations Paper • 2610.01780 • Published 13 days ago • 285
Beyond Future Prediction: Denoising as Generative Adaptation for Robot Control Paper • 2609.28339 • Published 21 days ago • 30
Scaling Properties of Same-Family On-Policy Distillation Paper • 2609.32722 • Published 18 days ago • 326
Asking for What Was Never Requested: Horizontal and Vertical Proactivity in Agents Paper • 2609.37236 • Published 15 days ago • 41
EVO-WAM: Evolving World Action Models through Video-Action Verification Paper • 2609.38057 • Published 15 days ago • 49
APM-Bench: Benchmarking Cross-session Persistent Memory for Egocentric Streaming Video Assistants Paper • 2609.37559 • Published 15 days ago • 47
Follow the Entities: A Corpus Map for Agentic Search Paper • 2609.37226 • Published 15 days ago • 100