Responsibly Training Foundation Models: Actualizing Ethical Principles for Curating Large-Scale Training Datasets in the Era of Massive AI Models

Morgan Klaus Scheuerman, Dora Zhao, Jerone T. A. Andrews, Abeba Birhane, Q. Vera Liao, Georgia Panagiotidou 0001, Pooja Chitre, Kathleen H. Pine, Shawn Walker, Jieyu Zhao 0001, Alice Xiang. Responsibly Training Foundation Models: Actualizing Ethical Principles for Curating Large-Scale Training Datasets in the Era of Massive AI Models. In Aparecido Fabiano Pinatti de Carvalho, Jessica Vitak, Xiaojuan Ma, Xinru Page, Chiara Rossitto, Norman Makoto Su, Louise Barkhuus, Monica Divitini, Amanda Lee Hughes, Jina Huh-Yoo, Claudia-Lavinia Ignat, Ryan Kelly, Kurt Luther, D. Scott McCrickard, David McDonald, Jessica Pater, Hilda Tellioglu, Adriana S. Vivacqua, Hao-Chuan Wang, Jie Cai, Maia Jacobs, Susanne Koch Stigberg, editors, Companion Publication of the 2025 Conference on Computer-Supported Cooperative Work and Social Computing, CSCW Companion 2025, Bergen, Norway, October 18-22, 2025. pages 99-105, ACM, 2025. [doi]

Abstract

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