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Interview question · AI Governance, Risk & Compliance

How do the OWASP Top 10 lists, MITRE ATLAS and the NIST AI RMF fit together on one project? Map prompt injection across all three.

Three frameworks, three different questions: what can go wrong in what we build, how attackers actually operate, and how the organisation manages the risk. Using one for another's job is the common mistake.

mediumNewPreparation tags: Microsoft, Google, JPMorgan ChaseUpdated Nov 2026

Three frameworks, three different questions: what can go wrong in what we build, how attackers actually operate, and how the organisation manages the risk. Using one for another's job is the common mistake.

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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 security lead is asked how OWASP's AI lists, MITRE ATLAS and the NIST AI RMF fit together on one project: a customer-facing agent with tools.

  1. What question does each answer?
  2. How would you use OWASP on this project?
  3. How would you use ATLAS?
  4. How does the NIST AI RMF wrap them?
  5. What is missing from all three?
  6. How would you combine them on the project?

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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