---
id: "/tags/reasoning/"
title: "Reasoning"
creator: null
url: "https://skillissue.dev/tags/reasoning/"
level: null
category: null
models: null
source_date: null
date_added: null
---

# Reasoning

[Beginner](/levels/beginner/index.md) [Intermediate](/levels/intermediate/index.md) [Advanced](/levels/advanced/index.md) [Expert](/levels/expert/index.md)

4 resources

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### [Reasoning best practices](/e/openai-reasoning-best-practices/index.md)

by [OpenAI](https://developers.openai.com/api/docs/guides/reasoning-best-practices)

When to pick a reasoning model and how prompting them differs from chat models.

Intermediate · openai-reasoning-models · date not stated

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### [Self-Consistency Improves Chain of Thought Reasoning in Language Models](/e/wang-self-consistency/index.md)

by [Xuezhi Wang et al.](https://arxiv.org/abs/2203.11171)

Sample several reasoning paths and take the majority answer.

Advanced · any · 2022-03-21

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### [Chain-of-Thought Prompting Elicits Reasoning in Large Language Models](/e/wei-chain-of-thought-prompting/index.md)

by [Jason Wei et al.](https://arxiv.org/abs/2201.11903)

Early research on using worked reasoning examples to improve performance on reasoning tasks.

Advanced · any · 2022-01-28

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### [Tree of Thoughts: Deliberate Problem Solving with Large Language Models](/e/yao-tree-of-thoughts/index.md)

by [Shunyu Yao et al.](https://arxiv.org/abs/2305.10601)

Search over branching reasoning steps; basis for many planning approaches.

Expert · any · 2023-05-17