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Appealing to Whom? The Language of Enhancement in AI Aestheticsby Joseph A. Tomasovsky Jr.
“The enhanced version looks more appealing. It has richer color balance, increased contrast and sharpness, and softer lighting transitions.” — ChatGPT critique of a split image The Image(Image: Split photograph of hospital atrium — left enhanced, right original.) This photograph shows the central lobby of a hospital — a high atrium capped by a mural of clouds punctuated with small square windows. People move quietly through the lower level: a receptionist, a few visitors, and the slow rhythm of waiting. The left half of the image has been digitally enhanced; the right half remains untouched. When asked which side is “more appealing,” a chatbot answered without hesitation: the enhanced side. When Enhancement Means AppealThe AI’s reasoning was technical: the enhanced side was brighter, sharper, crisper — as if “seen through a cleaner lens.” In other words, it equated appealing with optimized. Its response echoed the visual logic of advertising and social media — the cultural reflex that brightness equals beauty. But this lobby isn’t a commercial space; it’s a space of passage between anxiety and hope. The softer, warmer tones of the original frame that atmosphere more truthfully. The “improved” version is pleasing, yet somehow less humane — it turns waiting into décor. Two Ways of Seeing What the Machine Teaches UsThis experiment isn’t about correcting the chatbot. It’s about recognizing how its language exposes our own assumptions. If we’ve trained algorithms to praise clarity and color saturation, perhaps that’s because we’ve come to worship the same qualities ourselves. AI is only holding up a mirror to our collective taste. Maybe that’s the deeper question of this project: Can machines develop aesthetic judgment, or only imitate consensus? And, just as importantly, can humans rediscover the difference between visual pleasure and visual truth? Closing ReflectionEvery photograph is a negotiation between light and feeling. Every AI critique, a reflection of cultural averages. In comparing the two halves of this image, I find myself drawn to imperfection — the uneven lighting, the human scale, the slight dullness of real life. That’s where atmosphere lives. The enhanced side is lovely, but the original side breathes. About the AuthorJoseph A. Tomasovsky Jr. is a retired photography instructor exploring the intersection of fine art imagery, philosophy, and artificial intelligence. His forthcoming series, “When Machines Look at Art,” examines how AI interprets — and misinterprets — human visual meaning. Suggested Tags#AIart #Photography #Aesthetics #PhilosophyOfArt #DigitalHumanism #VisualCulture |