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AI Image Generators Resort Back to the Same 12 Photo Styles, Study Calls It ‘Visual Elevator Music’

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Dec 23, 2025

A collage of 30 images featuring grand architecture, elegant interiors, artistic landscapes, stained glass, and people in formal settings, along with scenes of boats, rain, clownfish, and fantasy castles, arranged in a 5x6 grid.

A study has found that when left to their own devices, AI image generators converge on a limited set of photo styles no matter what the original prompt is.

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