What Happens to Design After AI?

The conversation explores the intersection of design, technology, and AI, beginning with John Maeda's observation that design became critical in the mobile era because high-frequency usage made poor UX painful. He introduces the concept of "auto design"—the vision of machines creating things humans are good at—tracing it back to Muriel Cooper's work at MIT in the 1980s predicting electronic publishing.

Paul Backus discusses Impeccable, an open-source design agent that addresses a critical gap: engineers using AI models get worse results than designers because they lack design vocabulary. Impeccable teaches both engineers and designers the language of design (vertical rhythm, negative space, making things "bolder" or "quieter") to better guide AI models. The tool includes three components: vocabulary, a quality layer that prevents "slop," and visual iteration modes that run in developers' codebases.

The speakers discuss the commoditization of design through AI automation. Paul notes that "slop" is a moving target—when purple gradients became ubiquitous (due to Tailwind's default theme), the models moved to beige backgrounds and serif fonts. Impeccable uses anti-attractors and randomization to create uniqueness rather than steering toward a different overused style. John predicts a shift from UX to AX (agentic experience)—designing for agents rather than humans, including API design, CLI design, and information architecture.

A central theme emerges around raising the floor versus raising the ceiling. The speakers argue that AI will make average-quality design accessible to everyone, but this creates opportunity for craftspeople to focus on the top 10-20% of distinctive, high-end work. John references the Arts and Crafts movement as a historical parallel, where mechanization sparked renewed human craft. Paul argues that human trust and accountability become more valuable when base-level quality is automated, creating smaller but more viable markets for bespoke, opinion-driven products.

The conversation addresses taste—how it emerges from scarcity and cultural maturity, and how LLMs don't truly understand taste because they're trained on humanity's output, not input (the decisions behind designs). John notes that taste is cultural and emerges through scarcity of materials; in an era of abundance, this concept requires rethinking.

Both speakers emphasize the importance of conviction in leadership—the ability to bet on a global maximum rather than a local maximum. Paul shares strategies for communicating design instinct versus deadline pressure: bringing leaders into the same emotional journey and mindset, helping them see the future you're envisioning together. The discussion concludes with excitement about GitHub's integration of Impeccable and the possibility of a new era of computational craft.