Substantiate accuracy across the advertised population | AIGP
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Substantiate accuracy across the advertised population: What control is most directly missing under

AIGP Understanding How Laws, Standards and Frameworks Apply to AI Medium

The accuracy claim exceeds the tested scope; substantiation must match the advertised population and conditions.

The question

A US education-administration vendor advertises that its AI placement tool is “98% accurate.” Internal testing covered one district and a narrower population than the advertised market. Product governance, supplier review, and ordinary disclosures are otherwise complete. What control is most directly missing under consumer-protection principles?

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  1. Replace the numerical claim with a general innovation statement.
    Changing wording may avoid one claim, but it does not establish evidence for any remaining capability representations.
  2. Substantiate accuracy across the advertised population and use conditions. ✓
    Evidence must support the specific accuracy claim’s population, scope, and conditions rather than extrapolating from a narrower internal test.
  3. Ask the vendor to confirm the advertised accuracy.
    Vendor confirmation alone is not evidence that the claim is substantiated across the population and market described.
  4. Add a prominent disclaimer about possible errors.
    A disclaimer may inform users, but it does not substantiate a numerical accuracy claim exceeding the tested population and scope.
The trap
Compare the claim’s exact scope with the evidence’s scope before relying on a disclaimer or supplier statement.

How to remember it

The accuracy claim exceeds the tested scope; substantiation must match the advertised population and conditions.

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