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The best industrial AI systems do not try to remove engineers from the decision. They reduce the amount of information an engineer has to process and make the…
Read article ↗Engineering documentation is full of repetitive work that is structured enough for AI agents to assist with, but important enough to require traceability. This makes documentation one of…
Read article ↗Automation engineering is not disappearing because of AI. The role is moving upward into architecture, data, system integration and engineering judgement. The engineers who understand both machines and…
Read article ↗AI in pharmaceutical manufacturing has technical potential, but the engineering problem includes validation, data integrity, traceability and controlled change. The most useful projects are designed around those constraints…
Read article ↗LLMs are already useful in engineering, but their value comes from good workflows rather than magic. The important skills are asking precise questions, validating outputs and connecting language…
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