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If you wanted to, say, control a temperature you might think you could just turn on a heater until you reach the desired temperature and then turn the heater off. That sort of works, but it is subo… ...
This is better than handing over full control to AI. That’s why my recommendation is to not rip out the proven PID loop but augment it with AI. I say this because regulators still trust those three ...