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How to use and verify an AI answer

A practical method for asking clear questions, checking claims, tracing sources and deciding when an AI answer needs expert review.

Open notebook with a magnifying glass, globe, camera lens and small geometric objects

Start with a question you can check

State your goal, audience, relevant constraints and the format you need. Separate what you know from what you want the AI to work out.

For a current question, include the place and date. Ask the model to identify missing context instead of filling gaps with confident guesses.

Read the answer in layers

First identify its main claim. Then mark facts, estimates, interpretations and suggestions separately. A fluent explanation is not evidence that each part is correct.

Look for dates, numbers, names and quotations: these are easy to repeat and easy to get wrong. Ask for uncertainty and alternatives where the evidence is incomplete.

Check the original source

Find the publication, official document, research paper or primary dataset behind an important claim. Open it and confirm the passage, date, scope and any later correction.

A list of plausible links is not proof. Check that the URL works and that the page actually supports the specific statement being made.

Match the checks to the stakes

For health, law, finances, safety and other consequential choices, verify against current authoritative sources and consult a qualified professional when needed.

For a low-stakes draft, a quick factual review may be enough. For a decision with real consequences, document what you checked and when.

Protect information and keep control

Remove personal, confidential or sensitive details before submitting a question. Use a fictional example when the real details are not essential.

Keep the final decision, attribution and corrections with a person. Recheck time-sensitive advice before using it again.

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