Confident but Conflicted: Internal Uncertainty and Cognitive Dissonance Resolution in LLMs

Weihong Qi, Kristina Lerman

Large language models (LLMs) frequently encounter inputs that disagree with their prior outputs, through user pushback, retrieved documents, or web search results. While the way th…