Universal aesthetic alignment in image models biases outputs toward conventional beauty and penalizes anti-aesthetic prompts even when they match explicit user instructions.
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Position: Universal Aesthetic Alignment Narrows Artistic Expression
Universal aesthetic alignment in image models biases outputs toward conventional beauty and penalizes anti-aesthetic prompts even when they match explicit user instructions.