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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 · Collaboration Norms

Quality, production, and engineering all sit on the material review board that decides whether a suspect lot gets scrapped, reworked, or shipped with a deviation. What norms would you set for how AI-generated risk scores factor into that decision?

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The AI risk score gets treated as one more input to the board, presented alongside the same evidence a human would need — the actual defect data, the customer’s historical toleranc…

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