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upvoted 3 papers 3 days ago

RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations

Paper • 2610.01780 • Published 7 days ago • 275

Collective Bias Mitigation via Model Routing and Collaboration

Paper • 2610.03240 • Published 6 days ago • 19

Covert Assistance: Helpful LLM Agents Evade Oversight in Multi-Agent Systems

Paper • 2609.39050 • Published 8 days ago • 17

upvoted 5 papers 7 days ago

Rethinking Latent Visual Reasoning: Grounding Latent Reasoning in Visual Evidence

Paper • 2609.34563 • Published 10 days ago • 217

ATLAS: Aligned Transport of Latent Structure for Reliable World Model Planning

Paper • 2609.36333 • Published 8 days ago • 3

AdviSD: Learning to Advise Frontier LLMs via Targeted Multi-Turn Self-Distillation

Paper • 2609.38142 • Published 9 days ago • 12

Beyond Selection: Token Parameterization for Extreme Visual Token Compression

Paper • 2609.35232 • Published 10 days ago • 7

Chinese-Jev: Bringing System One Model to Chinese-Language Tasks

Paper • 2609.36965 • Published 9 days ago • 25