The documented purpose: What evidence should resolve whether | AIGP
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The documented purpose: What evidence should resolve whether prohibited-practice analysis or high-risk

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

The decisive evidence describes function, method, context, and decision impact; accuracy or safety claims alone cannot classify the practice.

The question

In an EU energy company, assume relevant EU AI Act duties apply. A maintenance tool analyzes workers’ facial expressions and may influence access to hazardous sites. Reviewers cannot tell whether it infers emotions or verifies identity. What evidence should resolve whether prohibited-practice analysis or high-risk controls are implicated?

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  1. The system’s average recognition accuracy across test images.
    Accuracy may describe performance, but it cannot determine whether the system infers emotions, verifies identity, or falls within a prohibited practice’s conditions.
  2. The documented purpose, inference method, affected decision, and operating context.
    Those facts identify what the system does, how it operates, and where it is used, enabling the required prohibition-versus-high-risk analysis.
  3. The supplier’s statement that workplace safety is the intended benefit.
    A beneficial objective does not resolve whether facial analysis infers emotions, verifies identity, or triggers a specified prohibition under the applicable conditions.
  4. A human reviewer’s sign-off after deployment begins.
    Later oversight may support controls, but it does not establish the legal characterization needed before deciding whether the practice is prohibited or high-risk.
The trap
Resolve the system’s function and context first; safeguards cannot cure an incorrectly characterized practice.

How to remember it

The decisive evidence describes function, method, context, and decision impact; accuracy or safety claims alone cannot classify the practice.

How many of these would you get right?

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