Why AI food looks like that

AI-generated images of food often appear distorted or unappetizing due to the technical limitations of diffusion models. Experts explain that these models struggle with structural integrity, often prioritizing texture over the basic geometry of the objects they are rendering.
Why it matters
As businesses increasingly rely on AI for marketing, the prevalence of 'AI slop' highlights the current limitations of generative image technology in commercial applications.
There is a torrent of unappetizing slop coming from restaurants, cafes, and brands that are increasingly turning to AI to generate images promoting their food. The resulting horror show includes donut shrimp, Reubens from the deep, wormlike noodles, and noodle-like pastries and stringy chicken. There’s also construction material masquerading as ice cream, ice cream masquerading as brains, and other masonry-adjacent cuisine. I don’t even know how to begin describing this monstrous attempt of a burger, and the less said about the trypophobic burrito from hell, grubs and all, the better. There are lumps. And holes. So many holes.
We don’t usually know why anyone would use AI slop to sell something intended to look appetizing, particularly when the food is presumably right there to photograph. But we do know a bit about why AI is so adept at producing such exquisitely nauseating images.
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