Instruction: Explain your approach to ensuring that efforts to enhance AI Explainability do not compromise data privacy and security.
Context: This question evaluates the candidate's ability to balance the need for transparency in AI systems with the equally important need to protect sensitive information.
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The way I'd think about it is this: Explainability should not become an excuse to expose sensitive data or model internals recklessly. I think of privacy and explainability as constraints that need to be designed together rather than traded off casually at the end.
That means choosing explanation...
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