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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 · Stakeholder Communication

A plan reviewer at the building department asks pointed questions about whether AI tools were used to generate the structural calculations in your submittal package. As the engineer of record, how do you handle that conversation?

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I answer that question the same way regardless of who’s asking, because the answer doesn’t change based on the audience: AI tools assisted in generating draft calculations, and eve…

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