Brain size and nerve count goes up with animal size, but large animals are not proportionately smarter. This makes me think that a lot of brain volume is for handling the increase in the number of nerves in the body. Insects imply that LLMs can get very efficient with parameter count if there is pressure to do so.
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July 20, 2026