Sources checked
What does a citation prove?
A citation gives you a place to investigate. OpenAI’s ChatGPT search guidance explicitly notes that search results and citations can be incomplete, outdated, or incorrect. Google’s grounding documentation explains how search evidence can be attached to generated responses. Neither replaces reading the evidence.
A source may discuss a topic without supporting a specific number, causal statement, or claim of availability. Check the exact relationship between the sentence and the cited material.
Use this five-step verification routine
Start with the claims whose accuracy would change a decision. This is a practical editorial routine proposed by AiLookout.
- Split the answer into individual factual claims.
- Open the primary announcement, original paper, or official documentation.
- Find the passage that supports each claim.
- Check the event date, publication date, scope, and stated limitations.
- Mark each claim supported, qualified, contradicted, or unverified.
A worked citation check
Suppose an AI answer says: “The new tool is available to everyone and halves the time needed for every task.” This invented sentence is deliberately overbroad.
An announcement might instead describe availability for selected accounts and a time reduction in a particular evaluation. Rewrite the sentence to preserve those conditions; do not carry the broad claim forward.
| Claim | Evidence needed | Action if missing |
|---|---|---|
| Available to everyone | An explicit availability statement | Name the supported accounts or omit |
| Halves time for every task | Results matching that universal scope | Report the actual task and conditions |
Common questions
Are several citations better than one?
Only if they add relevant evidence. Several pages repeating the same announcement may still depend on one underlying source.
Can I ask the AI to verify its own answer?
You can use it to locate passages or flag claims, but inspect the evidence yourself. A second generated answer can repeat the first mistake.
What to remember
Keep a claim only when the evidence supports its wording, date, and scope.
Sources & further reading
How this story was made
Written by Kristian Kostov with AI assistance and checked against the linked sources. Company performance claims are attributed to the company. Analysis reflects AiLookout’s interpretation; we have not independently tested the products discussed. Cover photography is illustrative and does not depict the specific announcement or product.
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