All questions
How do I prompt an AI for reliable summaries?
Define audience, length, and must-include points. Tell the model to avoid speculation and to quote or cite exact phrases for critical facts. For long inputs, ask it to build a bullet outline first, then synthesize into a paragraph. If stakes are high, add a verification step: ‘List any claims you’re unsure about.’ Use the same summary template across documents to keep quality consistent.
In practice
Force coverage with a short checklist: purpose, key findings, numbers, and caveats.
Where to start
- 1Create a 3-part summary template (audience, length, checklist).
- 2Test on 10 varied documents; refine wording.
- 3Add a ‘uncertainty’ line to flag weak points.
- 4Store summaries with the source reference link.
summarization promptreliable summariessummary constraints