I don't know anything about neuroscience, but is there anything in the brain even remotely like the transformer architecture? It can do a lot of things, but I don't think that it's capable of emulating human intelligence.
I don't know anything about biology, but is there anything in birds even remotely like the airplane? It can do a lot of things, but I don't think that it's capable of emulating bird flight.
