Increasing chain-of-thought reasoning budgets in Llama-3.1-8B produces non-monotonic calibration dynamics, with intermediate reasoning causing the worst overconfidence.
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Calibration Drift Under Reasoning: How Chain-of-Thought Budgets Induce Overconfidence in Large Language Models
Increasing chain-of-thought reasoning budgets in Llama-3.1-8B produces non-monotonic calibration dynamics, with intermediate reasoning causing the worst overconfidence.