The short answer
Readers can use AI for education while verifying current rates, official terms, risks, assumptions, and suitability with authoritative sources or qualified advisers.
The decision standard is simple: preserve the source, state the limits, and make the next human check obvious. A useful article should reduce uncertainty without pretending that every unknown has been resolved.
What to examine
A model can explain terms and build hypothetical scenarios, but it may use stale rules, invent product details, miss taxes or fees, and know nothing about a household’s full situation.
Start with scope. Identify the product, account, audience, jurisdiction, data, and decision involved. Then separate what was directly observed from what a vendor, researcher, regulator, or commentator says. Record dates because AI products, access rules, and prices change quickly.
Do not send account numbers, credentials, tax documents, or private financial records to an unapproved tool. Never trade or transfer money from an unverified answer.
A practical way to do it
- State that the exercise is educational and use hypothetical numbers.
- Check dates, jurisdiction, fees, and primary product documents.
- Use a qualified professional for consequential personal decisions.
Keep the worksheet or test record with the draft. If another editor cannot reproduce the check from the saved evidence, the article is not ready.
Editorial guardrail
Do not fill a missing fact with a plausible sentence. Mark it as unknown, find a stronger source, narrow the claim, or remove it. Commentary belongs in a clearly labeled paragraph after the reported facts, not inside them.
Primary-source reading list
These are starting points, not automatic support for every sentence. The publishing editor must open each cited page and confirm the claim it supports on the day of review.
Bottom line
Readers can use AI for education while verifying current rates, official terms, risks, assumptions, and suitability with authoritative sources or qualified advisers.