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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 · Collaboration Norms

Set the norm for your recruiting team on when an AI-drafted job description needs a second human read before it posts, versus when it can go live as-is. How do you decide where that line sits?

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I don't set a blanket rule — I scale the review to the risk of the role and the req.

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