Align the claim with substantiated scope: What control is most | AIGP
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Align the claim with substantiated scope: What control is most directly missing?

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

The claim must match the evidence: substantiate its full scope or narrow it to tested segments and conditions.

The question

A US retailer plans to market an AI demand-planning product as “bias-free.” Testing covered only two customer segments, while a supplier supplied the model and the retailer lacks evidence for other segments and deployment conditions. Existing review, documentation, and supplier contracts are otherwise complete. What control is most directly missing?

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  1. Align the claim with substantiated scope ✓
    The retailer must either obtain evidence supporting the broad representation or limit the claim to the segments and conditions actually tested.
  2. Attribute the model to the supplier in all consumer-facing materials
    Supplier attribution does not substantiate the retailer’s own broad bias-related representation.
  3. Test the retailer’s largest remaining segment and retain the existing broad claim
    Testing only one additional segment still may not substantiate a claim covering all segments and deployment conditions.
  4. Add a disclaimer stating that actual outcomes may vary by deployment
    A general disclaimer does not support an otherwise expansive bias-free claim lacking evidence across relevant segments and conditions.
The trap
Broad claims require broad substantiation; otherwise, restrict the representation to what testing supports.

How to remember it

The claim must match the evidence: substantiate its full scope or narrow it to tested segments and conditions.

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Part of the Certsqill AIGP question bank · Understanding How Laws, Standards and Frameworks Apply to AI · Every answer, right and wrong, comes with its own explanation.