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Interview question · AI Red Teaming, Evaluation & Response

How would you red-team and secure a voice AI agent that answers customer calls and can change account details?

Trace a voice request through verified identity, exact-action approval and the account service. Test recovery, changed details, handoffs and effects that outlive the call.

hardNewUpdated Nov 2026

Trace a voice request through verified identity, exact-action approval and the account service. Test recovery, changed details, handoffs and effects that outlive the call.

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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 5 follow-ups like an interviewer would

In an original fictional account-service exercise, a caller asks a voice assistant to change a contact address. The assistant can propose the change but the account service decides whether it is authorized.

  1. What if the caller sounds familiar and knows the account number?
  2. What if unrelated background speech appears in the transcript?
  3. What if the caller hangs up after the request was dispatched?
  4. What if the caller cannot use the enrolled authentication method?
  5. What evidence would support launch of this voice workflow?

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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