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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 · Stakeholder Communication

A journalist files a public records request asking whether AI was used to draft a policy document you worked on. Walk me through how you’d respond, and what you’d have needed to have documented in advance.

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My answer to that request should never require reconstruction — it should be answerable by pulling a record that already exists.

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