Instruction: Explain how you would reduce the amount of sensitive data an assistant retains or propagates.
Context: Assesses whether the candidate can design a practical architecture and explain the main tradeoffs. Explain how you would reduce the amount of sensitive data an assistant retains or propagates.
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I would design every layer to ask the same question: what is the minimum data needed for this step. Input handling, retrieval, prompts, memory, logs, and tool calls should each operate on the smallest viable slice of information.
That often means field-level filtering, scoped retrieval, ephemeral...
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