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Microsoft is expanding its data center capabilities with a new AI "super factory" in Atlanta. This facility will enhance its Fairwater network, housing Nvidia GPUs and facilitating AI model training for both Microsoft and OpenAI. The company aims to double its data center footprint in the next two years.