CAREER: Statistically Grounded Generative AI: Uncertainty Quantification and Principled Design
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Generative artificial intelligence can create realistic text, images, and other complex data, offering new ways to support science, education, industry, and public decision-making. However, these systems can also make errors that are difficult for users to detect or measure. As a result, organizations may not know when generated data can be…
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