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Correct me if I'm wrong, but it seems like SOTA for AI now is entirely in developing more and more complex sets of convolutions for deep learning?

And what is the SoTA for biological intelligence? While not exactly this, it seems to be pretty similar (even between members of the same species).

Snark aside, with a few nuances, you're mostly correct.