Why your 10 AI images look like the same ghost

A 16-year-old from San Jose made a portfolio of ten AI portraits — and a16z called it "the best AI image essay of 2025." The problem? They all look like the same person. Same face, same lighting, same flat skin. You could swap the background and nobody would know.

That's not a bug. It's the model. When you ask Midjourney or Flux to generate a headshot, the model is pulling from a compressed version of the internet — a statistical average of every headshot it ever saw. The result is smooth, polished, and utterly generic. The more you prompt, the more the image converges on the mean. It's the visual equivalent of corporate stock photography, except you can't buy stock photos of your own face.

The writer — a 16-year-old kid who figured this out by accident — is one of the first people to document the pattern. She didn't invent it. She just noticed it and wrote about it before the big accounts did. A16z is already posting about it, which means it'll be everywhere by end of month.

The fix isn't better prompting. It's using the model as a starting point, not a final output. Layer in real photos, real textures, real imperfections. Otherwise you're just feeding your face into a statistical average and calling it art.

Why this matters for us: if you're trying to build something that looks like you — your family photo, your business, your community — the default model will erase all of it. You have to fight the mean.