Self-Consistency

technique→ stable

Sample multiple CoT completions and take the majority-vote answer, substantially improving reasoning accuracy.

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First seen: Apr 23, 2026Last active: 1d ago

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16

Invented By

→
Google
company1 mention100% conf.

Prior Art

→
Chain-of-Thought Prompting
technique1 mention100% conf.
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Tree of Thoughts
technique1 mention100% conf.
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Test-Time Compute Scaling
technique1 mention100% conf.

Deploys

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Claude 4.5
ai model1 mention60% conf.
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Claude 3.5 Opus
ai model1 mention60% conf.
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Claude 3
ai model1 mention90% conf.
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GPT-5.3
ai model1 mention60% conf.
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GPT-5.4-Cyber
ai model1 mention90% conf.
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GPT-Rosalind
ai model1 mention90% conf.
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GPT-5
ai model1 mention60% conf.
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GPT-4o
ai model1 mention60% conf.
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DeepSeek-R1
ai model1 mention90% conf.
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Qwen 3.6
ai model1 mention60% conf.
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GLM-5.1
ai model1 mention60% conf.

Introduces

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Self-Consistency Improves Chain of Thought Reasoning in Language Models
paper1 mention100% conf.

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