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AI-ready questions test whether you can reason about LLMs and AI systems as engineering material — limits, costs, evaluation, failure modes — not just hype.

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AI-ready · Judgment

Your loss-prevention system uses computer vision to flag potential theft on the sales floor, and it's just flagged an employee for a pattern the model reads as suspicious. How do you handle that before anyone acts on it?

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A computer-vision flag is a lead, not a verdict, and I treat it that way every time because the cost of acting on a false positive here is someone's job and dignity, not just a wasted hour.

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