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IBM Corp. recently held its annual Think event, where the company focused on two core themes: generative AI and hybrid cloud. The spotlight was on the new watsonx family of products, which is distinguished from existing Watson and encompasses AI-based applications and tooling, focusing on AI model lifecycle management, AI model governance and a new data lakehouse. IBM Research has also been developing foundational AI technologies, such as explainable AI, ethical AI, AI policy and regulation, machine learning, deep learning, natural language processing, robotics, and automation.