Under the Hood: How Image-Editing Models Keep Images Coherent at Scale

A common misconception in imaging stacks is that "remove-and-forget" tools are solved problems. In practice, removing text overlays, erasing objects, and then upscaling or regenerating content touches three different model families and a brittle hand...