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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

You used AI to draft the executive summary of program outcomes in this quarter’s board deck. How do you disclose that to the board, and what do you personally verify before presenting it as the staff’s assessment?

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I tell the board plainly, in the deck itself or verbally when I present it: the first draft of this summary was AI-assisted, and here’s what I did to verify it.

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