Text-to-image models link facial attractiveness to unrelated positive traits, and gender classifiers misclassify faces generated with negative trait labels more often, with the largest effects for non-White women.
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When Algorithms Play Favorites: Lookism in the Generation and Perception of Faces
Text-to-image models link facial attractiveness to unrelated positive traits, and gender classifiers misclassify faces generated with negative trait labels more often, with the largest effects for non-White women.