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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 · Upskilling

Your BIM coordination process now leans on AI-assisted clash detection. How do you help subcontractors and field staff who don't trust — or don't understand — what the tool is flagging?

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I start by showing, not telling — I'll walk a superintendent or sub's foreman through a handful of real clashes the tool caught that a human review missed, like a duct and a struct…

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