Comment by SemanticStrengh

NNs are just glorified logistic regression. People should simply understand that neural networks cannot emulate a dumb calculator accurately, this simple fact is enough to realize being an universal approximator is in practice a fallacy, and true Causal NLU or AGI is essentially out of reach of neural networks, by design. Only a brain fidel architecture would have hope however C.elegans retro engineering is underfunded and spiking neural networks are untrainable.