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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.

AI-ready · Collaboration Norms

When you review something a teammate made with AI, what do you spend your attention on now versus two years ago?

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Two years ago my review attention went to mechanics — structure, clarity, whether the thing was finished, the typos that signaled rushed work.…

The full answer — structure, worked example, likely follow-up.

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