Adaptive Triggering for Bias Correction in LLM Reasoning

Nayoung Kim, Mickey Mancenido, Huan Liu

Chain-of-thought prompting can expose and amplify demographic stereotypes within an LLM's intermediate reasoning and create a failure mode that final-answer debiasing alone cannot…