Check an AI Answer Before You Rely on It

The idea in plain language

FactOpenAI's help center says ChatGPT can produce incorrect or misleading outputs, including fabricated quotes, studies, citations, or references, and may sound confident even when it is wrong. It recommends verifying important information from reliable sources.

Checking an answer is a routine, not a feeling. Work through it in five steps:

1. Split it into claims. Dates, numbers, names, and statements of fact, kept separate from opinions and suggestions.
2. Ask what supports each claim. Request the original source and the exact passage.
3. Open the source yourself. Confirm the page exists and says what the answer claims. A real link can still support a different sentence.
4. Check date and scope. An accurate figure from an old year, or a different country or group, can still mislead.
5. Decide. Keep what is confirmed, fix what is wrong, and say what is still unknown.

Worked example

Try it: review an answer of your own

Help me review the answer pasted below. Do not treat your earlier answer as proof.
Separate its factual claims from opinions and suggestions. Make a table with:
claim; why it matters; original source supplied; what I need to check; status.
Use "unverified" until I have checked the original source myself. Do not invent links, quotes, or citations. If a source is unavailable or you cannot access it, say so. Flag dates, quantities, names, and anything that depends on current information.
Answer to review:
[Paste a short answer about a low-stakes topic. Remove personal or confidential information first.]

Then open at least three sources yourself and update the status column.

Check the result yourself

• I opened the original source instead of trusting a summary.
• The source supports the exact claim, not just the topic.
• The date, units, place, and group fit my question.
• The answer is clear about what remains unknown.
• I asked a qualified professional where the decision needs one.

Limits of this lesson

• Asking a second chatbot is not a substitute for opening the source.
• This routine is for everyday research. It does not replace professional advice on financial, medical, legal, or other high-stakes decisions.
• Sometimes the honest result is “I do not have enough evidence yet.” That is a good outcome.

Sources

Facts on this page were checked against these sources on October 7, 2026. Figures marked Illustration are arithmetic examples, not forecasts.

1. OpenAI Help Center, Does ChatGPT tell the truth? (checked October 7, 2026) (opens in a new tab)
   Hallucinations and verification advice.
2. FDIC, Understanding Deposit Insurance (opens in a new tab)
   Deposit insurance wording used in the example.
3. CFPB, An essential guide to building an emergency fund (opens in a new tab)
   Emergency fund sizing guidance used in the example.
4. Federal Reserve, Economic Well-Being of U.S. Households in 2025 (published May 2026) (opens in a new tab)
   The $400 survey figure used in the example.

Go deeper

Related articles from the MentorSurge archive. Articles reflect the date they were published; check time-sensitive figures.

• How to Read a Bull Case Without Becoming the BagholderMentorSurge article · published September 21, 2026