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In this article, the author discusses the importance of building a data architecture that can keep pace with future AI innovations. They highlight the need for a modern data platform approach and provide considerations for evaluating foundational solutions. The author also warns against the potential drawbacks of proprietary hardware and emphasizes the growing trend of hybrid cloud adoption in enterprises.