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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, manufacturing, and IT each have a different comfort level with adopting AI tools on the shop floor. Walk me through how you’d get them to a shared set of norms for what’s allowed near GMP systems.

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I’d start by getting specific instead of arguing the general question, because “are we comfortable with AI” isn’t a decision anyone can actually make — “is this specific tool, for

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