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All SourcesarXiv
#universal aesthetic alignment

Position: Universal Aesthetic Alignment Narrows Artistic Expression

Intermediate
Wenqi Marshall Guo, Qingyun Qian et al.Dec 9arXiv

The paper shows that many AI image generators are trained to prefer one popular idea of beauty, even when a user clearly asks for something messy, dark, blurry, or emotionally heavy.

#universal aesthetic alignment#aesthetic pluralism#reward models