this post was submitted on 22 Nov 2024
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Energy demands are only going to increase as we replace gas with electric alternatives. The problem you're pointing to is an issue with the current infrastructure.
Infrastructure in this case refers to the data centers and LLMs. It takes hundreds of megawatt hours to train a single current-gen LLM and who knows how many gigawatts of energy are being consumed by the sum of LLMs at any given point but it likely dwarfs the sum of all energy spent training LLMs.
But then there's the energy involved in producing those cards, shipping those cards, the data centers themselves.
It wouldn't be preposterous to suggest that the sum of energy spent at any given time on generative AI is enough to power New York City. Might even be well more than
No, in this case I'm referring to the electric grid and what powers it.