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The Trustworthy AI Lab at UCLA envisions AI 2.0 as being driven by trustworthiness, surpassing mere performance, and being built upon generative data, enhancing raw data. Our lab develops data-centric tools, such as artificially generated tables, which enable privacy-preserving data sharing, with applications in digital marketing, finance, and healthcare sectors. On the theoretical front, the lab focuses on the emerging field of "Generative Data Science," which elucidates the underlying principles behind generative AI.