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  1. ; ; ; ; (, Harvard Data Science Review)
    This is an edited summary of a virtual panel conversation that took place on December 19, 2023, concerning the risks and benefits of AI systems . The many topics that are covered include AI impacts on education, the economy, cybercrime and warfare, autonomous vehicles, bias and fairness, and regulation. In addition, the role for data scientists is discussed. But the field is moving quickly, and some of the issues and concerns may have changed by the time this discussion is published. We note that the discussion was refereed, which led to some post hoc changes to the actual conversation. Most of the participants are mostly comfortable with the new points that have been attributed to them. 
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  2. ; ; ; ; ; ; ; ; ; ; et al (, Transactions on machine learning research)
    Accepted Manuscript Full Text Available