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R07 · AI and rigor

AI output audit

What it is for. Check every claim before reusing it.

Excel (.xlsx)Word (.docx)PDF for printingText (.md)See the template

The four downloads (Excel, Word, PDF and text) are generated from this same sheet.

When to use it. Before making a decision or updating the corresponding product. You can use a spreadsheet, a document or a notebook; no software licences are needed.

How to use it

  1. Start with the real decision or question you need to resolve and set a cut-off date.
  2. Fill in only what can be verified; write NOT VERIFIED when data is missing.
  3. Separate observed facts, hypotheses and implications, and name a reviewer.
  4. Keep the original version and record relevant changes when you update it.

Do it yourself

Editable template

Generated claim Evidence provided Source checked? Classification (fact / inference / error / no evidence) Correction / question

Company A case · simulation

Fictional case

Guided example · Company A

The AI claims that “industrial adoption has doubled”. Company A has no historical series: it is marked NO EVIDENCE and removed from the briefing.

Educational simulation: fictional information and organisations.

Mistake to avoid

It is not enough for the AI to cite a URL; you have to check that it supports exactly the claim.

Final check

  • Is it clear which decision or need it serves?
  • Can the evidence be located, and is it dated?
  • Are uncertainties and limits made explicit?
  • Can someone else repeat or review the work?

Notice: entirely fictional case. The tools are for educational purposes; they do not represent an audit or certification.