AI-generated image quality: from raw output to professional use [15 sources reviewed]

15B+ AI images created, but native 1024px output doesn't meet print or marketplace standards. Resolution gaps, artifact data, and workflow stats from peer-reviewed research and Adobe, Everypixel, G2.