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What is Chain of thought?

Also called: CoT, step-by-step reasoning

Chain of thought means an AI solves a task in intermediate steps instead of answering straight away. This often makes complex answers more accurate.

The AI solves a question in traceable intermediate steps
Illustration: AI-generated · AI Compare Ninja · CC BY 4.0

Example

For a word problem, the AI first works out partial results and then gives the answer.

For pros

This used to be triggered with prompts like “think step by step”. Reasoning models now do it themselves and partly hide the steps. The thoughts shown are not always a faithful picture of how the model computes internally.

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Sources: arXiv 2201.11903, arXiv 2205.11916 · Checked on 19 October 2026

Written by AI Compare Ninja with AI assistance and edited by us. Every explanation is our own text.