The Algorithmic Gaze of Image Quality Assessment: An Audit and Trace Ethnography of the LAION-Aesthetics Predictor

Jordan Taylor, William Agnew, Maarten Sap, Sarah E. Fox, Haiyi Zhu. The Algorithmic Gaze of Image Quality Assessment: An Audit and Trace Ethnography of the LAION-Aesthetics Predictor. In Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency, FAccT 2026, Montreal, QC, Canada, June 25-28, 2026. pages 6383-6402, ACM, 2026. [doi]

Abstract

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