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 · Tool Usage

How do you use AI for the thinking parts of your work — framing, deciding, sense-making — not just the producing parts?

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As a sparring partner, never an oracle — the distinction is who moves first.

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