LLMs do not fit as neurons in your comparison.
Brains can reason, LLMs cannot.
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LLMs are incapable of reasoning. They just guess the next token.
But the closest equivalent of a neuron in the AI world would be a node, and I haven’t been talking about that. So your comparison does not fit or make sense.
LLMs as a genre of AI research are incapable of reasoning. At best they can pretend to reason, and even then they are terrible at it.