Instruction: Outline the privacy implications of deploying large language models on sensitive data and suggest mitigation strategies.
Context: This question probes the candidate's comprehension of the privacy issues associated with LLM applications, emphasizing their ability to propose effective solutions.
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I would address privacy by reducing how much personal data reaches the model in the first place, then adding technical and procedural controls around what remains. That includes minimization, redaction where possible, access controls, retention limits, and careful decisions about logging...