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20232026
most citedThe Case for Anticipating Undesirable Consequences of Computing Innovations Early, Often, and Across Computer Science

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cs.CR2025

A Common Pool of Privacy Problems: Legal and Technical Lessons from a Large-Scale Web-Scraped Machine Learning Dataset

Rachel Hong, Jevan Hutson, William Agnew +3

We investigate the contents of web-scraped data for training AI systems, at sizes where human dataset curators and compilers no longer manually annotate every sample. Building off…