GOOD FROM AFAR, BUT FAR FROM GOOD: AI PROTOTYPING IN REAL DESIGN CONTEXTS

Summary from the TLDR Design newsletter

An evaluation of AI prototyping tools, using a real redesign project, found that they can follow instructions to achieve general goals but lack the sophistication to produce thoughtful, high-quality designs without extensive human guidance. More specific prompts with detailed requirements yielded better results, though AI outputs still missed subtle nuances in visual hierarchy, spacing, and grouping that distinguish polished designs from merely adequate ones. The tools are most effective for early ideation and concept exploration, rather than final production, and paradoxically require a strong design knowledge to use effectively.