RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations Paper • 2610.01780 • Published 5 days ago • 260
Collective Bias Mitigation via Model Routing and Collaboration Paper • 2610.03240 • Published 4 days ago • 14
Covert Assistance: Helpful LLM Agents Evade Oversight in Multi-Agent Systems Paper • 2609.39050 • Published 6 days ago • 13
Rethinking Latent Visual Reasoning: Grounding Latent Reasoning in Visual Evidence Paper • 2609.34563 • Published 8 days ago • 215
ATLAS: Aligned Transport of Latent Structure for Reliable World Model Planning Paper • 2609.36333 • Published 6 days ago • 2
AdviSD: Learning to Advise Frontier LLMs via Targeted Multi-Turn Self-Distillation Paper • 2609.38142 • Published 7 days ago • 12
Beyond Selection: Token Parameterization for Extreme Visual Token Compression Paper • 2609.35232 • Published 8 days ago • 7
Chinese-Jev: Bringing System One Model to Chinese-Language Tasks Paper • 2609.36965 • Published 7 days ago • 25