Inside the Image Model: Peeling Back the Layers that Shape Photorealism and Text Rendering

As a Principal Systems Engineer focused on production AI, my goal here is to deconstruct why modern image-generation stacks behave the way they do when pushed past common assumptions. The industry treats models as black boxes that either "work" or "f...