AI dedicated Data Centers

What can you teach us about AI-dedicated large (100MW to 500MW) data centers by the likes of Google, AWS, Microsoft, META, etc that are only dedicated to internal AI tool computational power. Is if fair to say that the size is due to large data and large neural networks? What drives the size the most and what are differences with regular Availability Zone DCs?

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Those centers are not just for AI, they are used for data storage, computing power for different applications, hosting, remote servers, databases etc.

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Training ai models and keep them running does requires a lot of energy. Also a gigantic user base requires a lot of computational power and resources .