RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations Paper • 2610.01780 • Published 22 days ago • 290
Collective Bias Mitigation via Model Routing and Collaboration Paper • 2610.03240 • Published 21 days ago • 20
Covert Assistance: Helpful LLM Agents Evade Oversight in Multi-Agent Systems Paper • 2609.39050 • Published 23 days ago • 21
Rethinking Latent Visual Reasoning: Grounding Latent Reasoning in Visual Evidence Paper • 2609.34563 • Published 25 days ago • 226
ATLAS: Aligned Transport of Latent Structure for Reliable World Model Planning Paper • 2609.36333 • Published 23 days ago • 4
AdviSD: Learning to Advise Frontier LLMs via Targeted Multi-Turn Self-Distillation Paper • 2609.38142 • Published 24 days ago • 14
Beyond Selection: Token Parameterization for Extreme Visual Token Compression Paper • 2609.35232 • Published 25 days ago • 9
Chinese-Jev: Bringing System One Model to Chinese-Language Tasks Paper • 2609.36965 • Published 24 days ago • 26