Coach note

AI-ready questions test whether you can reason about LLMs and AI systems as engineering material — limits, costs, evaluation, failure modes — not just hype.

AI-ready · Stakeholder Communication

How do you communicate the limits and uncertainty of an AI-assisted result to people who'll make decisions on it?

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Attach the uncertainty to the pieces, not the whole.

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