Hayz Labs

Check before you trust: a five-minute routine

A seven-line checklist you run on any AI answer before you act on it.

Beginner3 min readDoing it takes 15 to 20 minChecked 11 Oct 2026

What this is
A short routine for checking the facts, numbers and sources in an AI answer before you rely on it or pass it on.
Why it matters
You catch confident-sounding errors, like a wrong date or a source that does not say what the answer claims, before they cost you.
The short version
  • Before you act on an AI answer, ask the same chat to list every number, date, name, quote and citation in it.
  • For each claim you will act on, open the source and find the sentence that says it, and run any code or sums yourself.
  • Do not ask the chat if it is sure, and if checking takes longer than the task, do the task yourself.
On this page
  1. Steps
  2. A worked example (illustrative)
  3. When to skip it
  4. Why line 6 is there
  5. How to tell it worked
  6. What you keep
  7. Next
  8. Sources
  9. Changes

This is step 5 of Start here. The checklist is our routine, and no study tests it.

Steps

  1. Pick an answer (2 minutes). Use the last answer you acted on, or one you are about to act on. It should contain at least one number, name, date or source.
  2. List what is checkable (3 minutes). Paste the prompt (the message you type to the AI) below into the same chat. It lists the claims, so you do not have to hunt for them. Delete any line that is not in the answer.
  3. Run the seven lines (10 minutes this first time, about 5 later). Work through the checklist below on that one answer. Open at least one source.
  4. Save the checklist (2 minutes). Copy the seven lines into a plain text file called CHECKLIST.md, beside the files from Tell it who you are, once, where you will see it before you press send.
List the checkable claims · v1.0
List every number, date, name, quote and citation in your last answer,
one per line. Do not add anything that is not in the answer. Do not say
whether any of it is true.

Line 3 matters most. A source that exists may not say what the answer says it does.

This part of the page is interactive and needs JavaScript.

A worked example (illustrative)

An assistant summarises a supplier's terms for an email to a colleague: "Net 30 payment, a 2% late fee, and free returns within 14 days (see clause 8)." The email is shared, so line 1 says check it. The prompt lists four claims: net 30, 2%, 14 days, clause 8. Opening the contract, net 30 and clause 8 hold, but clause 8 says 10 days, not 14, and the late fee appears nowhere. We fix the email before sending and drop the late fee. Total time: about six minutes.

When to skip it

Why line 6 is there

In a 2025 test of eight AI search tools, answers to queries asking which news article an excerpt came from were wrong more than 60% of the time (1,600 queries; Tow Center, 2025, field study). ChatGPT got 134 of 200 wrong but signalled doubt only 15 times, so the lack of a warning is no sign that an answer is right.

How to tell it worked

  • The claim list holds only what was in the answer, and you opened a source for each claim you will act on.
  • For each of those claims you can point to the sentence in the source that says it, or you changed or dropped the claim.
  • CHECKLIST.md exists where you work, and you ran it on a second answer in under five minutes.

What you keep

CHECKLIST.md: the seven lines, saved where you work, and one answer you have checked end to end.

Next

Sources

  1. Tow Center for Digital Journalism, Columbia Journalism Review. "We compared eight AI search engines. They're all bad at citing news." 2025. Field study. Link

Changes

  1. v1.010 Oct 2026first version
Time to do it
15 to 20 minutes (our estimate)
Sources
1
Updated
10 Oct 2026
Last checked
11 Oct 2026
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