AI Hallucinations: How to Check Facts and Sources
An AI-generated report can get the company name right, invent an executive’s quote, and attach a link to a real page that supports neither the quote nor the conclusion.
For professionals using AI to research purchases, summarize documents, or prepare business reports, those mixed answers create a practical problem: which parts can you trust? Checking the writing for obvious mistakes is only a starting point. The important work is tracing each consequential claim to evidence.
A useful review follows three questions: Does the source exist? Does it support the claim? Does the information apply to this decision?
- What an AI hallucination looks like
- Start by separating the claims
- Check facts against the right original source
- Verify quotations word for word
- Audit citations beyond whether the link opens
- Check numbers and summaries separately
- Use AI to assist the review
- Make verification part of the handoff
What an AI hallucination looks like
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