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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

An AI tool estimates a four-day refrigerated shelf life for a new sous-vide chicken dish based on similar recipes in its training data. Walk me through how you’d verify that number before it goes into your prep and labeling standards.

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An AI shelf-life estimate is a starting hypothesis, not a number I’ll put on a label.

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