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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 · Judgment

You ask an AI assistant for the ASCE 7 wind exposure category rule and it gives a confident, specific citation. Walk me through exactly how you’d verify that before it goes into a load calculation package.

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I treat any code citation an AI gives me as a hypothesis, not a fact, because these tools will state a section number and a value with the same confidence whether they’re right or fabricated.…

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