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Chain of Thought
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Overview
Developed byGoogle Research
Licensenot applicable
Use caseimproving reasoning capabilities in large language models
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Claims23
Avg confidence93%
Avg freshness100%
Last updatedUpdated 3 days ago
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100% unverified
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Chain of Thought

concept

Prompting technique that encourages language models to show reasoning steps, fundamental to agent decision-making.

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primary use case

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improving reasoning capabilities in large language models○UnverifiedHighFresh1
improving reasoning in large language models○UnverifiedHighFresh1

works with

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large language models○UnverifiedHighFresh1

technique type

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prompting strategy○UnverifiedHighFresh1

methodology

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step-by-step reasoning demonstration○UnverifiedHighFresh1

improves performance on

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arithmetic reasoning tasks○UnverifiedHighFresh1
Mathematical reasoning tasks○UnverifiedHighFresh1
commonsense reasoning tasks○UnverifiedHighFresh1
logical reasoning tasks○UnverifiedHighFresh1

requires

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large language models○UnverifiedHighFresh1
few-shot prompting○UnverifiedModerateFresh1

developed by

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Google Research○UnverifiedHighFresh1

introduced year

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2022○UnverifiedHighFresh1

license type

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not applicable○UnverifiedHighFresh1
Research publication○UnverifiedModerateFresh1
research paper technique○UnverifiedModerateFresh1

supports model

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GPT-3○UnverifiedHighFresh1
PaLM○UnverifiedHighFresh1

alternative to

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standard prompting○UnverifiedHighFresh1

based on

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Step-by-step reasoning decomposition○UnverifiedHighFresh1

related technique

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Few-shot prompting○UnverifiedModerateFresh1
Tree of Thoughts○UnverifiedModerateFresh1

related to

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few-shot prompting○UnverifiedModerateFresh1

Alternatives & Similar Tools

standard prompting
alternative to
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Claim count: 23Last updated: 4/7/2026Edit history