Why AI Product Photography Still Doesn't Feel Like Real Photography
An AI product photograph often looks convincing for the first few seconds.
The image is sharp. The setting is tasteful. The product appears professionally lit. If you saw it while scrolling quickly, you might assume it came from a studio.
Then something begins to feel wrong.
Over the last one years, while building commercial AI photography systems, we generated and analyzed thousands of product images across jewelry, cosmetics, and luxury goods. One pattern appeared again and again: most AI images still don't look like they came from a real studio. The light falling on the product seems to come from a different room than the light falling on the table. A reflection contains the right colors but not the right geometry. The product touches the surface, yet its weight never quite arrives. The background is attractive, but it demands as much attention as the item being sold.
None of these...
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