RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations Paper • 2610.01780 • Published 22 days ago • 289
VeriHarness: Scaling Agentic Verification for Long-Horizon Tasks Paper • 2610.00972 • Published 22 days ago • 63
MetaRubric: Learning to Reward for Rubric-Based Reinforcement Learning Paper • 2610.02824 • Published 21 days ago • 33
Rethinking Latent Visual Reasoning: Grounding Latent Reasoning in Visual Evidence Paper • 2609.34563 • Published 25 days ago • 225
See it, Say it, Sorted: Mechanistic Diagnosis and Parameter-Space Mitigation of Emergent Misalignment in LLMs Paper • 2609.34970 • Published 25 days ago • 6
Synthetic Pre-pretraining Survives Scale, but Not as a Grammatical Prior Paper • 2609.39827 • Published 23 days ago • 13
Evaluating Bounded Autonomy in Regulated Agentic AI: A Diagnostic Harness with Constitutional Rewards, Escalation Labels, and Runtime Governance Paper • 2609.37501 • Published 25 days ago • 4
Safety of Latent Communication in Multi-Agent Systems Paper • 2609.39788 • Published 23 days ago • 10
CoEvoWhen: Policy-Tool Coevolution for Ultra-Long Video Temporal Grounding Paper • 2609.40048 • Published 23 days ago • 16
MILO: Automated Harness Discovery via Orchestrated Multi-Agent Evolution Paper • 2609.38349 • Published 24 days ago • 23