Applying Contrast, Hierarchy, and White Space to AI-Generated UI

Standard graphic design principles — contrast, hierarchy, alignment, white space — applied as explicit constraints during AI-assisted app development produce more visually coherent outputs than prompting alone. The argument is that design literacy, not just prompt skill, determines output quality.