Stop calling it AI - it is not intelligent and never will be.
Large language models (LLMs, ChatGPT etc) are exactly that, large models that produce words randomly, based on probabilities. Those probabilities are then adjusted so you hear back what you what to hear - a stochastic parrot of confident lies. That's it! No further explanation, no magic, and no intelligence.
Generative models are similar, randomly creating images based on the probability of what may surround things, with no concept or understanding of the real world - this is why you see images of trains on 3 rails, with the rails misaligned, people with missing or additional fingers, etc. No concept. No understanding.
It's complete junk, filling the internet with more junk. It's only called "AI" by tech-bros so they can keep the venture capital funds flowing.
And I reckon most of the "need" for datacentres comes from software bloat. For example, Microsoft Sharepoint storing 63 copies of exactly the same powerpoint, one for every minor change that's ever been made. There's even some arbitary limit of a maximum of 1024 changes! And that's in addition to the fact the powerpoints, Word docs, etc are already bloated in terms of the way they store data.