Instruction: Explain how AI Explainability practices can assist in meeting regulatory requirements for AI-driven products or services.
Context: This question explores the candidate's knowledge of the regulatory landscape for AI technologies. It assesses their understanding of how explainability directly benefits organizations in complying with laws and regulations applicable to AI products.
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The way I'd think about it is this: Explainability helps with compliance because regulators and auditors often want to know how a system works, what data influences decisions, what controls exist, and how affected people can question outcomes. Without that, even a well-performing...