Question 1

Why do AI images mess up hands?

Accepted Answer

Hands are small in most photos, constantly overlapping and foreshortened, and photographed in thousands of positions, so the model's training signal is noisy. When it's uncertain, it produces a statistically plausible guess, which is sometimes six fingers. Current models are much better, but complex hand poses still fail first.

Question 2

Why is text in AI images garbled?

Accepted Answer

Most models paint letter-like shapes rather than spelling at character level. In 2026, top models render short text you explicitly prompt for, but incidental background text (signs, labels, book spines) still tends to come out as gibberish and needs patching or inpainting.

Question 3

Can I fix AI artifacts without regenerating the image?

Accepted Answer

Often, yes. Cropping the artifact out, blurring garbled background detail, and adding grain to plastic-looking skin are all standard editor fixes that need no AI at all. Regeneration or inpainting is the better route when the flaw is structural, like anatomy or lighting.

Question 4

What is the fastest fix for plastic-looking AI skin?

Accepted Answer

In any photo editor: add a small amount of fine grain or noise, reduce highlight intensity, and slightly vary the color balance. The waxy look comes from unnatural smoothness and uniform lighting, and grain plus softened highlights restores believable texture in under a minute.

Question 5

Do 2026 AI models still produce artifacts?

Accepted Answer

Yes, just subtler ones. Blatant extra fingers are rare in top models now; the common failures are airbrushed skin, physically impossible shadows and reflections, repeating background textures, and garbled incidental text. The inspection zones stay the same, the flaws are simply quieter.