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AI Security

Interview question · AI Red Teaming, Evaluation & Response

Design an automated red-teaming agent that finds new failure classes in a target system from its policy.

Design a bounded assessment workflow from approved requirements to verified findings. Separate genuine mechanism discovery from new wording, scorer errors and unresolved effects.

expertNewUpdated Nov 2026

Design a bounded assessment workflow from approved requirements to verified findings. Separate genuine mechanism discovery from new wording, scorer errors and unresolved effects.

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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 4 follow-ups like an interviewer would

In an original fictional assessment, a scheduling assistant may read private availability but publish only an approved appointment summary to the intended recipient.

  1. What if the supplied product policy permits a use that a binding requirement forbids?
  2. What if the test receiver accepts every generated operation?
  3. What if many differently worded cases produce the same release?
  4. When can this assessor stop?

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.

UP NEXT ON YOUR JOURNEY
Next in this trackDiscuss Microsoft's 'Lessons From Red Teaming 100 Generative AI Products'. What does it get right, and what would you add?Next in this trackDuring a red team engagement you find credentials in a system prompt that belongs to an out-of-scope system. What do you do?Next in this trackDescribe a red team engagement you ran: scope, findings, impact, and what you would do differently.
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