AI Chatbot Terms > 1 min read

What is Chain-of-Thought Reasoning?

A prompting technique where LLMs generate multi-step reasoning, explanations, or solutions by thinking step by step.

More about Chain-of-Thought Reasoning

Chain-of-Thought Reasoning is a prompt engineering strategy where an LLM is guided to "think out loud"—breaking complex problems into clear, step-by-step reasoning paths. This improves model transparency, logical consistency, and often accuracy for tasks like math, coding, or planning.

Chain-of-thought reasoning is central to reasoning engines, few-shot prompting, and advanced agentic workflows.

Frequently asked questions

It is especially useful for complex tasks that benefit from stepwise reasoning, such as math, logic puzzles, and code generation.

It makes agents’ decisions more interpretable, reliable, and adaptable in observation-action loops.

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