Towards Mechanistically Understanding Why Memorized Knowledge Fails to Generalize in Large Language Model Finetuning Paper • 2607.08393 • Published 5 days ago • 10
From SRA to Self-Flow: Data Augmentation or Self-Supervision? Paper • 2607.02508 • Published 13 days ago • 14
HARC: Coupling Harmfulness and Refusal Directions for Robust Safety Alignment Paper • 2607.00572 • Published 14 days ago • 3
MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation Paper • 2605.27366 • Published May 26 • 30