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UX skill in the AI era

UI craft

Taste and systems thinking are the durable edge.

How AI is impacting this skill

AI can produce competent UI in seconds, which raises the floor for everyone. What stays scarce is taste, restraint, accessibility rigour, and the ability to fit visuals into a coherent system.

The shifts that matter

  • Generic 'good-looking' UI is commoditised.
  • Production-ready details — spacing, motion, accessibility, responsive behaviour — are the new differentiator.
  • Designers who can direct AI output with strong references win.
  • Visual quality is judged against shipped code, not static mockups.

What to do about it

  • Curate a tight reference library and learn to articulate what makes each example work.
  • Audit one of your screens against WCAG, typographic scale, and spacing system.
  • Practice editing AI-generated UI down, not just generating more.
  • Ship one screen end-to-end including motion and responsive states.

Tools to try

Figma

Still the canvas for serious UI work and systems.

Galileo / Magic Patterns

AI UI generation as a starting point, not a deliverable.

Stark / Polypane

Accessibility and responsive QA at production quality.

Next move

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