AINeutralarXiv – CS AI · 8h ago7/10
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Confident but Conflicted: Internal Uncertainty and Cognitive Dissonance Resolution in LLMs
Researchers have developed Trust Elasticity (TE), a metric measuring how readily large language models change their outputs when presented with conflicting evidence. The study finds that internal uncertainty indicators—such as confidence miscalibration—correlate with behavioral variation in how different LLMs resolve cognitive dissonance, suggesting future AI safety interventions could target these measurable internal properties.
🧠 Llama