ChatGPT-generated help produces learning gains equivalent to human tutor-authored help on mathematics skills

• Zachary A. Pardos ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

  * E-mail: pardos@berkeley.edu

  Affiliation Berkeley School of Education, University of California, Berkeley, California, United States of America

  https://orcid.org/0000-0002-6016-7051

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• Shreya Bhandari

  Roles Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Resources, Software, Validation, Writing – original draft, Writing – review & editing

  Affiliation Electrical Engineering and Computer Science, University of California, Berkeley, California, United States of America

  https://orcid.org/0009-0007-1705-3052

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