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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

As a team lead, how would you set the standard for when AI-assisted structural or civil work requires a second engineer’s independent review versus your own sign-off alone?

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I’d tie the review requirement to consequence and novelty, not to whether AI was involved at all, because a blanket “everything AI-touched needs a second reviewer” policy either be

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