A cited answer can still be unsupported. The key question is not whether the AI provided links, but whether the underlying documents exist, say what the answer claims, and apply to your situation.
Start with claim-to-passage matching
Copy the smallest checkable claim: for example, “This standard became effective on 1 September 2025.” Open the linked official standard and search for the actual operative date. A homepage or search result may be a useful discovery path but not evidence for the specific sentence. Distinguish quotation, paraphrase and editorial inference. If a source supports only the general concept, do not treat it as proof of an exact figure.
Recognize six citation traps
An invented document may mimic an authentic publisher and title. A genuine URL may lead to unrelated content. A press release may describe a proposal rather than an enacted law. A paper may report a limited benchmark rather than real-world reliability. Several websites may repeat the same unverified original claim. Finally, a current page may have been updated since an older product release; archival version matters.
Make a simple evidence log
Use columns for claim, source URL, publisher, document type, publication date, date checked, relevant excerpt or section, jurisdiction, and verdict. The verdict can be supported, partially supported, contradicted, or unverified. Do not require the entire article to be perfect before finding high-stakes errors: triage the claims that would change a reader’s action first.
Distinguish primary and secondary materials
Primary sources include the text of a law, official regulator guidance, specification authors, original evaluation methodology, and a vendor’s own technical documentation for its product. Primary does not always mean unbiased; vendors have commercial incentives and regulators sometimes issue interpretive nonbinding guidance. A peer-reviewed independent test may answer a different question than product documentation. Note which type of evidence you are relying on.
When sources disagree
Compare effective dates, versions, translations and definitions before declaring a contradiction. A Korean statute, a US copyright registration policy and a voluntary OECD recommendation are different kinds of authority. Prefer the controlling source for its jurisdiction. If the evidence remains inconsistent, disclose the conflict and defer a legal or safety-critical decision rather than averaging competing answers.
Editorial release test
Require at least one directly supporting original document for every substantive, mutable claim; reject fabricated quotations; and ensure any remaining uncertainty is accurately stated. The sources section can stay readable at the end while a private claim-source matrix preserves a full audit trail.
Sources & Further Reading
- NIST AI 600-1 Generative AI Profile — NIST.
- NIST AI Risk Management Framework 1.0 — NIST.
- AILuminate benchmarks and methodology — MLCommons.
Guidance varies by jurisdiction and application. This is general education, not legal, medical or other professional advice.