Can Generative AI Write PLC Code? Copilots and Their Documented Limits
What PLC code copilots from Rockwell and Siemens document they can and cannot do, why safety code stays off-limits, and how AI-drafted logic is validated.
Rule-Based vs. Deep-Learning Inspection: When AI Wins
How rule-based and deep-learning visual inspection differ, what the MVTec AD benchmark shows, how much data each needs, and when each fits an industrial task.
Validating AI-Generated Automation Code Before It Touches a Machine
How AI-drafted PLC code is verified before it runs a machine: compile checks, code review, risk-based testing, simulation, FAT and SAT, and safety limits.
Can AI Be Part of a Safety Function? ISO 13849, IEC 62061, ISO/IEC TR 5469
What ISO 13849-1, IEC 62061, ISO/IEC TR 5469, DGUV, NIOSH, CISA and EU law say about AI inside or around a machine safety function, with dates and limits.
Offline Programming and Simulation: ROBOGUIDE, RoboDK, and NVIDIA Isaac
How offline robot programming works in ROBOGUIDE, RoboDK and Isaac Sim, why a simulated program can miss on the real robot, and what calibration claims.