AI safety discourse focuses on existential risk. Industrial AI deals with immediate physical risk. A misclassified defect means shipping bad product. A wrong control signal means equipment damage or worse.
The safety cases are different. Formal verification, redundant systems, human-in-the-loop controls—these aren't philosophical exercises. They're operational requirements. The models need to be right, measurably, every time.