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When LLMs Stop Talking and Start Driving

Factory trouble usually begins in language. Not elegant language. Not the polished language of annual reports and transformation roadmaps. The useful trouble is buried in work orders, technician notes, supplier messages, inspection records, customer complaints, meeting minutes, and logs written by people who had better things to do than produce clean training data. ...

January 11, 2026 · 18 min · Zelina