What happens when automation and AI meet live design programmes: what holds up, what breaks, and how to tell the difference before it reaches a drawing.
Hours returned by automation only create value when they are redeployed. The highest-value place to redeploy them is the bid.
Most AI disappointments in engineering are data problems. Before choosing a model, fix the library it reads from.
The fastest way to lose trust in AI is to use it for work that rules already do well. A practical split for engineering teams adopting AI.
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