Instruction: Describe how you would communicate the value of AI Explainability to someone without a technical background.
Context: This question tests the candidate's communication skills, specifically their ability to demystify complex concepts for non-technical audiences.
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I would say explainability matters because if a system affects customers, revenue, safety, or compliance, we need to know why it is behaving the way it is. Otherwise we cannot tell whether it is making good decisions, making biased decisions, or failing in a way that will surprise...