Supporting User Engagement in Testing, Auditing, and Contesting AI

Author:

Deng Wesley Hanwen1ORCID,Lam Michelle S.2ORCID,Cabrera Ángel Alexander1ORCID,Metaxa Danaë3ORCID,Eslami Motahhare1ORCID,Holstein Kenneth1ORCID

Affiliation:

1. Carnegie Mellon University, United States

2. Stanford University, United States

3. University of Pennsylvania, United States

Funder

NSF (National Science Foundation)

Publisher

ACM

Reference37 articles.

1. Open AI. 2022. ChatGPT Feedback Contest: Official Rules. https://cdn.openai.com/chatgpt/ChatGPT_Feedback_Contest_Rules.pdf Open AI. 2022. ChatGPT Feedback Contest: Official Rules. https://cdn.openai.com/chatgpt/ChatGPT_Feedback_Contest_Rules.pdf

2. Contestable Camera Cars: A Speculative Design Exploration of Public AI That Is Open and Responsive to Dispute

3. Beat the Machine

4. Joy Buolamwini and Timnit Gebru . 2018 . Gender shades: Intersectional accuracy disparities in commercial gender classification . In Conference on fairness, accountability and transparency. PMLR, 77–91 . Joy Buolamwini and Timnit Gebru. 2018. Gender shades: Intersectional accuracy disparities in commercial gender classification. In Conference on fairness, accountability and transparency. PMLR, 77–91.

5. Discovering and Validating AI Errors With Crowdsourced Failure Reports

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