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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

A peer engineer keeps submitting AI-drafted calculations for your review with what feels like insufficient independent checking on their part. How do you raise that without it turning into a fight about whether AI tools are “allowed”?

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I make sure the conversation is about verification rigor, not about AI tools, because if it turns into a debate over whether AI drafting is legitimate, we’ll argue past each other…

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