How do you ensure data privacy and security in multimodal AI systems?

Instruction: Discuss the considerations and measures you take to protect sensitive information when working with multiple data types.

Context: This question addresses the critical aspects of data privacy and security, asking the candidate to elaborate on their strategies for safeguarding information in multimodal AI applications.

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I start by checking which modalities are most sensitive, because multimodal systems often combine text, images, voice, location, and metadata in ways that create a richer privacy risk than any one signal alone. Data minimization matters even more when modalities can...

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