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Practical guidePractical guide · Verification

How to Verify AI-Generated Answers

Verification starts by turning an answer into testable claims. The more specific and confident a statement sounds, the more important it is to locate evidence. A polished response, a source-looking link or agreement between two AI tools is not independent verification.

Extract the claims

Separate facts, quotations, calculations, recommendations and predictions. Give each consequential claim its own line in a checklist. This prevents one verified statement from lending false credibility to the rest.

Go to the original source

  1. Open the linked page and confirm it exists and covers the same subject.
  2. Find the exact passage, table or announcement behind the claim.
  3. Prefer original documentation or data over commentary about it.
  4. If the source cannot be opened or does not contain the claim, mark it unverified.
  5. For important topics, seek an independent source that can confirm or challenge the interpretation.

Check time and context

  • Is the source current enough for the question?
  • Does an old statistic describe today’s situation?
  • Does the guidance apply to the same country, product version or plan?
  • Were exceptions, limitations or competing findings omitted?

Recalculate and compare quotations

Use a calculator or spreadsheet for totals, percentages and changes. Confirm the denominator and units before accepting a rate. For quotations, compare the complete wording and punctuation with the original; a shortened quotation must not change the meaning.

Communicate uncertainty honestly

  • Use “verified” only for what you checked directly.
  • Use “unverified” when a source is missing or inaccessible.
  • Explain conflicting evidence instead of forcing one answer.
  • When stakes are high, ask a qualified professional to review the material.

Official and reference links

Official and reference links