RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations
Paper • 2610.01780 • Published • 256
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Dream4ACT: A Shared Visual Action Interface for Multi-Embodiment Video-Action ModelingOrganizations
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Smaller Models, Better Rejects: Preference Distillation Scaling
Paper • 2609.38987 • Published • 21
Prefill-Free Cross-Family KV Cache Transfer for Heterogeneous Multi-Agent LLMs
Paper • 2609.32259 • Published • 81
AutoDataBench: A Data-centric Testbed for Accelerating Auto Research
Paper • 2609.40097 • Published • 39
Predictive Credit: Measuring What Scientific Explanations Add to Experimental Forecasts
Paper • 2610.00314 • Published • 97