Peeling Back the Layers: How Modern Image Models Trade Quality for Scale (A Systems Engineer's Deconstruction)

Abstract - As a Principal Systems Engineer, my mission here is to deconstruct where image-generation pipelines break down when they cross from research into production. The problem is rarely "model quality" alone; it's the interaction between latent ...