RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations Paper • 2610.01780 • Published 6 days ago • 262
Covert Assistance: Helpful LLM Agents Evade Oversight in Multi-Agent Systems Paper • 2609.39050 • Published 7 days ago • 13
MetaRubric: Learning to Reward for Rubric-Based Reinforcement Learning Paper • 2610.02824 • Published 5 days ago • 20
EditHero: A Benchmark for Long-Horizon Part-Level 3D Editing and Vibe Modeling Paper • 2610.02298 • Published 6 days ago • 48
EVO-WAM: Evolving World Action Models through Video-Action Verification Paper • 2609.38057 • Published 8 days ago • 48
Beyond Dyadic Memory: Interaction-Aware Multimodal Memory with Adaptive Agentic Retrieval for Multi-Party Spoken Conversations Paper • 2609.32522 • Published 11 days ago • 81
Scaling Properties of Same-Family On-Policy Distillation Paper • 2609.32722 • Published 11 days ago • 323
SAKI: Maximal-Coupling-Routed Teacher Supervision for On-Policy Distillation Paper • 2609.36601 • Published 8 days ago • 94
MaLiang-Harness: A Programmable Path to Image and Video Generation Paper • 2609.34309 • Published 9 days ago • 412