A nominal override exists: Which observation is most important? | AIGP
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A nominal override exists: Which observation is most important?

AIGP Understanding the Foundations of AI Governance Hard

Human override is meaningful only when reviewers have information, time, competence, and authority to intervene.

The question

A software procurement team uses an AI vendor score to shortlist products. Procurement staff may override the score, but they lack vendor documentation, time for review, and authority to stop a purchase. Which observation is most important?

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  1. Vendor documentation is unnecessary when humans review results.
    Reviewers need relevant information to assess outputs; human presence cannot compensate for missing evidence and time.
  2. A nominal override exists, but meaningful oversight does not. ✓
    An override mechanism is ineffective when reviewers lack information, time, and authority to use it meaningfully.
  3. The score is acceptable because procurement staff can technically override it.
    Formal override capability alone does not establish competent, informed, and authorized human intervention.
  4. Procurement should delegate all override decisions to engineering.
    Engineering may provide expertise, but delegation alone does not establish appropriate authority for procurement decisions.
The trap
Test practical capability, not merely the existence of an override label or workflow step.

How to remember it

Human override is meaningful only when reviewers have information, time, competence, and authority to intervene.

How many of these would you get right?

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