Why Image Generators Break When Detail Matters: A Systems Deconstruction

Abstract - As a principal systems engineer my goal here is to peel back the layers of modern image-generation pipelines and show the mechanics that produce the outputs people call "magic" - and the exact failure modes that turn that magic into noise....