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I don't think so: it seems reasonable to assume that biological neurons are strictly more powerful than "neural network" weights, so the fact that a human brain has 3 orders of magnitude more biological neurons than language models have weights tells that we should expect, as an extreme lower bound, 3 orders of magnitude difference.



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