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Advanced AI Prompts for Summarization

Techniques for producing accurate, useful summaries at any length — from executive briefs to detailed technical summaries.

Example Prompts

Use chain-of-verification: 'Summarize this document. Then list every claim in your summary and verify it against the original. Remove anything not directly supported.'

Use skeleton-of-thought: 'First outline the key themes. Then write a summary organized by theme rather than document order.'

Use constitutional prompting: 'Summarize following these rules: (1) no information not in the original, (2) preserve all numbers and dates, (3) maintain the author's conclusions, (4) under 200 words.'

FAQ

How do I get AI to summarize without adding false information?
Use chain-of-verification to cross-check the summary against the source. Add a constitutional rule: 'include only information explicitly stated in the source.'

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