TLDR Design · OPINIONS & TUTORIALS

WHERE AI IS FAILING DESIGN SYSTEMS, AND WHERE WE ARE FAILING AI

bencallahan.com7 min read

Summary from the TLDR Design newsletter

AI excels at divergent tasks like brainstorming and research but struggles with convergent work requiring precision and consistency. Current AI tools produce probabilistic outputs that conflict with design systems' deterministic promises, creating trust issues when generating production-ready components or maintaining strict fidelity. The best results come from using AI as a collaborative tool for scaffolding and acceleration while maintaining rigorous testing and human oversight for system contracts.