Empower a qualified reviewer to examine evidence and alter | AIGP
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Empower a qualified reviewer to examine evidence and alter: Which missing control most directly creates

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

Meaningful review requires qualified human examination of relevant evidence with genuine authority to change the automated outcome.

The question

Under the GDPR in the European Union, a housing provider uses an AI system to recommend eligibility outcomes with potentially significant effects. A staff member reviews only whether the interface ran correctly and routinely accepts the recommendation without examining case evidence. Which missing control most directly creates meaningful human review?

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  1. Record that the interface completed successfully before issuing outcomes.
    Technical validation confirms system operation, not whether a reviewer assessed the person’s circumstances or exercised judgment.
  2. Require an independent second model to review each recommendation.
    Another automated model does not provide the human judgment and substantive case examination required for meaningful review.
  3. Empower a qualified reviewer to examine evidence and alter outcomes. ✓
    Meaningful review requires a person able to evaluate relevant information independently and change the automated outcome when warranted.
  4. Give applicants a general notice that automation supports screening.
    Notice supports transparency, but it does not make the existing human review substantive or capable of changing decisions.
The trap
Ask whether the human can understand the case and change the result, not merely confirm that software operated.

How to remember it

Meaningful review requires qualified human examination of relevant evidence with genuine authority to change the automated outcome.

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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.