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Chain of thought

Chain of thought is prompting or training a model to write intermediate reasoning steps before a final answer.

Expanded definition

Chain-of-thought (CoT) can help multi-step math and logic when the model is allowed to use scratch space. Many production APIs now hide or separate reasoning tokens from the user-visible answer. CoT is not a guarantee of correctness, and exposing raw reasoning can leak private chain-of-thought or tool plans. For user-facing products, prefer structured answers plus server-side checks. Tree-of-thoughts and self-consistency are related search methods over multiple traces.

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Chain of thought FAQ

What is Chain of thought?

Chain of thought is prompting or training a model to write intermediate reasoning steps before a final answer.

How is Chain of thought used in AI systems?

Chain-of-thought (CoT) can help multi-step math and logic when the model is allowed to use scratch space. Many production APIs now hide or separate reasoning tokens from the user-visible answer. CoT is not a guarantee of correctness, and exposing raw reasoning can leak private chain-of-thought or tool plans. For user-facing products, prefer structured answers plus server-side checks. Tree-of-thou...

Related

Comparisons, tools, and models that connect to this idea.