How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities Paper • 2603.02578 • Published 14 days ago • 23
Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics Paper • 2602.02343 • Published Feb 2 • 13
Aligning Agentic World Models via Knowledgeable Experience Learning Paper • 2601.13247 • Published Jan 19 • 15
Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency Paper • 2601.05905 • Published Jan 9 • 20