RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations Paper • 2610.01780 • Published 18 days ago • 289
Covert Assistance: Helpful LLM Agents Evade Oversight in Multi-Agent Systems Paper • 2609.39050 • Published 19 days ago • 21
4DCodeBench: Benchmarking Agents on Inverse Graphics of Dynamic Scenes Paper • 2610.03715 • Published 17 days ago • 34
Learning from Runtime Feedback through Failure-Bank Self-Evolution for Vision-Language-Action Models Paper • 2609.39820 • Published 19 days ago • 31
Scaling Properties of Same-Family On-Policy Distillation Paper • 2609.32722 • Published 23 days ago • 327
One Proposal for Every Margin: Zero-Shot Amortized Sequential Importance Sampling for Binary Matrices Paper • 2609.35514 • Published 21 days ago • 5
PrismQuant: Optimal Null-Space Rotations for Grouped Quantizers Paper • 2609.32429 • Published 23 days ago • 7
Learning Dynamics of Continual Learning: A Unified View of Data Attribution, Forgetting, and Plasticity Loss Paper • 2609.33620 • Published 22 days ago • 7