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In this YouTube tutorial, Colm MacCarthaigh, a vice president and distinguished engineer at AWS, emphasizes the importance of data security and protecting data from unauthorized access. He discusses the principle of least privilege, which states that individuals should only have the level of access they need to perform their tasks. This principle is central to their approach to running services without giving unnecessary access to sensitive data.