ARTFEED — Contemporary Art Intelligence

AI Economy Turns Human Creativity into Luxury Good

opinion-review · 2026-05-06

In an era of generative AI, human-made creative output is becoming a premium, artisanal good, analogous to handcrafted items during the Industrial Revolution. Drawing on Thorstein Veblen's 1899 theory of conspicuous consumption, the article argues that audiences devalue AI-generated content due to an 'AI disclosure penalty'—a bias against machine authorship. Research shows that even when AI and human writing are indistinguishable, labeling something as AI-generated reduces its perceived value. The piece contends that art's worth stems from human effort, lived experience, and vulnerability, which AI cannot replicate. As AI floods media with formulaic content, consumers increasingly seek out and support verified human creators, making cognitive labor a coveted luxury.

Key facts

  • Thorstein Veblen's 1899 theory of conspicuous consumption used the example of a hand-wrought silver spoon versus a machine-made facsimile.
  • Veblen argued that the hand-wrought spoon is valued for its costliness and as a display of wealth, not just aesthetics.
  • Research shows trained writing educators cannot reliably distinguish AI-generated from human-written essays.
  • General audiences may prefer blander AI-generated poetry over more difficult human-written poetry.
  • A series of 16 experiments found that respondents consistently devalued writing labeled as AI-generated, termed the 'AI disclosure penalty'.
  • John Milton and James Joyce believed their writing cost them their eyesight; John Keats believed writing poetry worsened his tuberculosis.
  • Joanna Maciejewska stated: 'I want AI to do my laundry and dishes so that I can do art and writing, not for AI to do my art and writing so that I can do my laundry and dishes.'
  • The Industrial Revolution transformed handmade furniture into premium markers of craftsmanship; the AI revolution is doing the same for intellectual and creative labor.

Entities

Artists

  • Thorstein Veblen
  • John Milton
  • James Joyce
  • John Keats
  • Joanna Maciejewska

Sources