Why Image Models Break at Scale - An Engineer's Deconstruction of Pipelines and Trade-offs

Abstract - As a Principal Systems Engineer responsible for delivering production image-generation features, the real challenge is rarely the model alone. The task is to reconcile constraints that live at three different layers: data and training arti...