CoT prompting balances some attention patterns but leaves gender bias intact in hidden representations and reasoning chains show reliance on dataset familiarity instead of genuine bias understanding.
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Mechanics of Bias and Reasoning: Interpreting the Impact of Chain-of-Thought Prompting on Gender Bias in LLMs
CoT prompting balances some attention patterns but leaves gender bias intact in hidden representations and reasoning chains show reliance on dataset familiarity instead of genuine bias understanding.