RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations
Paper • 2610.01780 • Published • 276
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Scaling Properties of Same-Family On-Policy Distillation
Paper • 2609.32722 • Published • 326
What Makes World Action Models Generalize? An Empirical Study of Test-Time Future Modeling
Paper • 2609.34981 • Published • 137
SAKI: Maximal-Coupling-Routed Teacher Supervision for On-Policy Distillation
Paper • 2609.36601 • Published • 95
PanoVLN: Towards Effective Panoramic Vision-and-Language Navigation
Paper • 2609.34759 • Published • 168
Omni-IO Skills: Harnessing Your Agent Omni-Native
Paper • 2609.31847 • Published • 451