RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations
Paper • 2610.01780 • Published • 277
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upvoted a paper 4 days ago
Covert Assistance: Helpful LLM Agents Evade Oversight in Multi-Agent SystemsOrganizations
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papers 5 days ago
Smaller Models, Better Rejects: Preference Distillation Scaling
Paper • 2609.38987 • Published • 29
Prefill-Free Cross-Family KV Cache Transfer for Heterogeneous Multi-Agent LLMs
Paper • 2609.32259 • Published • 96
AutoDataBench: A Data-centric Testbed for Accelerating Auto Research
Paper • 2609.40097 • Published • 46
Predictive Credit: Measuring What Scientific Explanations Add to Experimental Forecasts
Paper • 2610.00314 • Published • 102