Tag: MachineLearning
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Using today’s Industrial AI to prepare for tomorrow’s AI breakthrough
If you wait for the “perfect AI use case” before testing AI in your industrial processes, you will never start. And if you never…
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Don’t Get Trapped by AI Benchmarks
When choosing the right AI solution, relying solely on published benchmarks is risky. It’s not much different from the old diesel emissions scandal: cars…
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Don’t Force AI Into Your Processes
When starting your AI journey, the wrong first question is: “How can I fit AI into our business?” That approach leads to shoehorning technology…
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Has AI Been Overhyped? No. The Problem Is Execution.
MIT’s recent study found that 95% of AI pilots fail to reach production or deliver measurable ROI. That figure is striking, but it doesn’t…
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AI Is Blurring the Boundary Between IT and OT
Industrial Operational Technology (OT) like PLCs, SCADA, DCS, and other controllers traditionally operated within closed environments, fulfilling fixed operational functions. But as cloud computing…
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GPT-5 Breaks Custom GPT Development
If you love creating your own Custom GPTs for specific tasks with your own knowledge sets, GPT-5 has now broken this feature. Very disappointed…
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AI: Great at Coding, Won’t replace the Programmer
After my recent post about using AI to program Siemens PLC programs, many asked me if it can replace programmers. No is the simple…
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Confidential AI Chats that Run Only on Local Computers
The industrial sector holds a lot of commercially and intellectually sensitive material. That’s why LLMs like ChatGPT, Gemini, and others are often banned in…
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Vibe Coding for Siemens PLCs
Vibe coding is the practice of quickly generating programs using AI. This is different from “AI-assisted coding” as you give more coding flexibility to…
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What is Prescriptive Maintenance and why is AI involved ?
Preventive maintenance is a well-established industrial approach where scheduled interventions are performed to maintain equipment reliability and avoid unplanned downtime. With the rise of…
