How Visual Feedback Becomes Structured Design Changes

Designers read images quickly. A top view, screenshot, or rendering can reveal problems faster than text: the proportions are wrong, the entrance is too narrow, the furniture is crowded, the wall direction is strange, or the lighting emphasis is off. That makes visual feedback an important part of an AI design workbench. But visual feedback can also become a new source of disorder. If it stops at "this looks wrong," or if AI only patches the current picture, the project quickly fills with screenshots, opinions, and one-off fixes.