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This article discusses the architecture behind the Azure AI Superfactory, which provides infinite scale and flexibility for building and deploying AI models at scale. It highlights the key components, such as distributed processing, federated learning, and containerization, that enable the Superfactory to handle massive amounts of data and model training.