Across four LLMs on 823 physics questions, accuracy and response entropy form a bell-shaped curve, and confidently wrong answers cluster in reasoning-heavy categories.
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Testing Uncertainty of Large Language Models for Physics Knowledge and Reasoning
Across four LLMs on 823 physics questions, accuracy and response entropy form a bell-shaped curve, and confidently wrong answers cluster in reasoning-heavy categories.