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AI-ready · Upskilling

You’re mentoring a junior engineer who’s started leaning on an AI assistant for first-pass structural calculations. How do you make sure they’re building real engineering judgment and not just learning to check AI output?

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I make them do the calculation by hand first, cold, before they’re allowed to see what the AI tool produces — that ordering matters, because if they see the AI’s answer first, they…

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