Require a reviewer with authority: What control is needed? | AIGP
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Require a reviewer with authority: What control is needed?

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

Meaningful review requires an informed person with real authority and practical ability to change a significant automated outcome.

The question

Under the GDPR in the EEA, an education administrator uses an AI system to recommend exclusion from a program, creating a similarly significant effect. A staff member reviews only whether the score exceeds a threshold and cannot alter the result. What control is needed?

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  1. Require a reviewer with authority, information, and ability to change outcomes. ✓
    Meaningful review requires informed, empowered intervention rather than a formal rubber stamp of the automated recommendation.
  2. Obtain student consent for every recommendation before applying it.
    Consent may relate to other processing issues, but it does not itself create meaningful human review of a significant automated decision.
  3. Provide the score and retain the automated outcome.
    Showing a score does not create meaningful human review when the reviewer lacks authority and practical ability to change the outcome.
  4. Have the reviewer confirm that the model followed policy.
    Policy confirmation alone remains superficial if the reviewer cannot independently assess facts or alter the significant outcome.
The trap
Check whether the reviewer has information, competence, independence, and authority to change the outcome.

How to remember it

Meaningful review requires an informed person with real authority and practical ability to change a significant automated outcome.

How many of these would you get right?

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More Understanding How Laws, Standards and Frameworks Apply to AI questions

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.