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I thought this was about the electrical components. I was like, why would you need a neural network when there are physical laws?

I too was expecting to see some derivations of Maxwell's equations, inductor behavior etc.

And I thought it was an application of monad transformers to AI, even though I don't even know if that makes sense.

I thought "designed by a Deep Learning AI"

same here, very disappointing