When Should Models Change Their Minds? Contextual Belief Management in Large Language Models
When Should Models Change Their Minds? Contextual Belief Management in Large Language Models
要約
Long-horizon interactions require language models to manage accumulating information: when to update their state, when to preserve their state, and what to ignore. We study this challenge as Contextual Belief Management (CBM): maintaining a predicted belief state aligned with formal evidence while i…