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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 · Tool Usage

Walk me through which parts of a deviation investigation you’d let an AI assistant draft — say, summarizing batch history or proposing root-cause categories — and which parts you’d never hand off, like the final root cause conclusion or CAPA justification.

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I split it by what’s reconstruction versus what’s judgment.

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