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Chain-of-Thought prompting can reduce LLM bias against African-American English, but only if you pick the right model.
GPT-5 subtly perpetuates gender stereotypes in job recommendations, favoring emotional adjectives for women and strategic ones for men, even when candidate profiles are balanced.