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Chain-of-Thought Reasoning

Getting AI to think step-by-step

Definition

Chain-of-thought (CoT) is a prompting technique where the model is encouraged to reason through a problem step-by-step before giving a final answer. Adding "let's think step by step" to a prompt often dramatically improves accuracy on complex reasoning tasks. Extended thinking features in Claude and OpenAI o-series models are implementations of this idea at scale.

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