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Interview question · AI Governance, Risk & Compliance

How should AI security risks be written into an enterprise risk register so that they get owned and treated?

'Prompt injection' is a technique, not a risk entry. Entries that get funded describe a scenario, an asset, a consequence in business terms, an owner and a measurable treatment.

mediumNewPreparation tags: JPMorgan Chase, Microsoft, GoogleUpdated Nov 2026

'Prompt injection' is a technique, not a risk entry. Entries that get funded describe a scenario, an asset, a consequence in business terms, an owner and a measurable treatment.

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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 company starts an AI risk register, and the first entries say things like 'model may hallucinate' and 'prompt injection'.

  1. What is wrong with those entries?
  2. How would you rewrite 'prompt injection' as a scenario?
  3. What else should each entry include?
  4. Why use the enterprise's existing scales?
  5. When should entries be reviewed?
  6. How would you set up the register?

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