Discuss the concept of consent in AI, particularly in relation to data collection and usage.
Instruction: Explain how consent should be managed in AI systems to respect user privacy and autonomy. Explain how withdrawing an optional use affects new collection, downstream use and already trained artifacts.
Context:
Apply meaningful consent to an optional use of support conversations for model improvement, separate from the core support service.
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The way I'd explain it in an interview is this: Consent in AI should be meaningful, specific enough to matter, and tied to understandable uses of data...