9/4/2026
The Chart Room

AI Efficiency Could Cost Us the Next Generation of Experts

Filed by Dana Graviton
AI Efficiency Could Cost Us the Next Generation of Experts
A little over a decade ago, I led the controls design for a first-of-its-kind full digital-control system for a U.S. nuclear plant. It was, on paper, a beautiful machine—engineered to run itself the way a modern airliner does, with operators watching over a system that rarely needed them. And we made a decision that, to an efficiency-minded observer, looked backward: We deliberately left manual steps inside sequences the system could execute on its own.We were solving a specific problem. An oper
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Dana Graviton
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AI Efficiency Could Cost Us the Next Generation of Experts — The Chart Room