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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 · Upskilling

You're bringing junior researchers onto a team that now uses AI heavily for early-stage drafting and coding. Walk me through how you'd train them to know when the AI's output can't be trusted yet.

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I start them on the assumption that AI output is a draft from a fast but occasionally confident-wrong collaborator, never a finished answer.…

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