When Image Models Break: The Expensive Blindspots Teams Keep Repeating

The post-mortem usually begins the same way: a colorful prototype that dazzled stakeholders, a sprint that shipped fast, and a crash three sprints later when outputs stop matching user needs. The shiny object-an attention-grabbing generator or a flag...