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Interview question · AI Governance, Risk & Compliance

What audit evidence shows that human oversight of an AI system actually happens, not just on paper?

A policy saying humans review decisions proves nothing. The scored answer specifies the logs, metrics and tests that show reviewers can and do change outcomes.

hardNewPreparation tags: JPMorgan Chase, Microsoft, SalesforceUpdated Nov 2026

A policy saying humans review decisions proves nothing. The scored answer specifies the logs, metrics and tests that show reviewers can and do change outcomes.

Make your first attempt

What would you say before reading the answer?

  1. 01 State the assumptions your answer depends on.
  2. 02 Explain the mechanism and choose a control.
  3. 03 Name a condition that would change your decision.

The worked answer includes an approach, scoring criteria and follow-up questions. Compare the reasoning with your own.

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What if · the follow-ups in this answer

The answer works through 6 follow-ups like an interviewer would

A high-risk AI system recommends loan decisions, and the provider must show that human oversight is effective, not just present on paper.

  1. What makes oversight real?
  2. What evidence shows it works?
  3. What if reviewers approve 99.9% of recommendations in seconds?
  4. How should oversight be designed into the system?
  5. What if workload makes careful review impossible?
  6. How would you demonstrate effective oversight?

Each rung has a nudge, a model answer, the principle that carries over and the weak answer to avoid. Premium opens every answer and ladder.

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