How would you handle PII in prompts, logs, and tool traces?

Instruction: Explain how you would manage sensitive user data across the AI stack.

Context: Checks whether the candidate can explain the core concept clearly and connect it to real production decisions. Explain how you would manage sensitive user data across the AI stack.

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I would minimize PII before it enters the system, segment what still needs to exist, and avoid logging raw sensitive content unless there is a strong operational reason. Prompts, traces, and logs often outlive the moment of use, so they need stricter handling than...

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