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April 18, 2026Journal of Aesthetics and Art Criticism0 citations

Will AI Produce Works of Extraordinary Aesthetic Value?

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THThomas Hofweber

Key Points

  • The aim is to explore AI's potential to create works of significant aesthetic value and identify limitations in this approach.
  • Discuss possible limitations to AI-generated aesthetic value
  • Outline the role of reinforcement learning in training AI for art
  • Identify obstacles in the pursuit of AI-generated art
  • Some limitations to AI's aesthetic capabilities are legitimate, but overall skepticism is overly negative
  • Reinforcement learning could be a viable approach for enhancing AI's art creation
  • Future AI could potentially produce art with high aesthetic value, despite existing challenges.

Abstract

Abstract It is tempting to think that AI will never produce any works of art that are of significant aesthetic value, let alone ones comparable to or even surpassing the greatest works produced by humans. However, it is not so clear what precisely the reason is for this limitation of AI, which has already surpassed human performance in other areas. I discuss several possible in-principle limitations to the aesthetic value of AI-generated works and conclude that although some limits are legitimate, the overall negative stance is nonetheless unjustified. But the purely techno-optimist stance that AI will be better than humans at everything is also unjustified. The question remains how one might build an AI that specifically aims to produce works of great aesthetic value. I outline how one might do this and argue that a particular feature of aesthetic value allows for the application of reinforcement learning in the training of such an AI. Finally, I discuss some obstacles for this approach and outline what we might expect for the future of art.

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Cite This Study

Thomas Hofweber (2026) studied this question.

synapsesocial.com/papers/69e3209340886becb653fb07https://doi.org/10.1093/jaac/kpag009
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