NLP & Language · intermediate · concept 81 of 176
Chain-of-Thought Reasoning
A prompting technique where the model 'shows its work' by reasoning step-by-step before answering. Dramatically improves performance on math, logic, and complex reasoning tasks.
Key terms
Step-by-step reasoningScratchpadTree-of-thoughtSelf-consistency
Learn these first
Videos
▶ Stanford CS25: V5 I Large Language Model Reasoning, Denny Zhou of Google Deepmind ↗
Stanford Online · YouTube
▶ How do thinking and reasoning models work? ↗
Google for Developers · YouTube
Guides and articles
GitHub ↗
Prompting Guide
Courses, papers, and more
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