Co-Designing Checklists to Understand Organizational Challenges and Opportunities around Fairness in AI

Michael A. Madaio
Michael A. Madaio
Luke Stark
Luke Stark
Jennifer Wortman Vaughan
Jennifer Wortman Vaughan

CHI '20: CHI Conference on Human Factors in Computing Systems Honolulu HI USA April, 2020, pp. 1-14, 2020.

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EI

Abstract:

Many organizations have published principles intended to guide the ethical development and deployment of AI systems; however, their abstract nature makes them difficult to operationalize. Some organizations have therefore produced AI ethics checklists, as well as checklists for more specific concepts, such as fairness, as applied to AI sy...More

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