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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 client asks whether the design alternatives you presented for their site layout were generated by AI. How do you answer, and how much do you disclose about the tool’s role versus your own engineering review?

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I answer directly: yes, I used an AI-assisted tool to generate several site layout alternatives quickly, and here’s specifically what it did and didn’t do.…

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