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Hopefully. Internet as it is is bad enough power wise for very little extra utility compared to some less bloated setup.

How many office buildings could an AI datacenter replace? I think the offices would use many times more power and water.

Dunno but I believe the power of using LLMs to turn the light off and on might outweight much of the gains. No clue about proportions.