In thinking about this perennial problem it's worth bearing in mind that human beings pick up and process an immense amount of data on a continuous basis, that is currently unavailable to any LLM.
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And all on an estimated 100 watts!
20 for the brain, 60-125 for the whole body depending on if you mean "normally" or "metabolic minimum".
The "metabolic maximum" is around 1250, though. And a mediocre lifting or running momentarily increases it from 125 to 700.
Yeah there’s different ways you could slice it. I was including the whole system, since if the GPU’s cooling system breaks, it won’t be useful for long.