AI is nudging designers to test more, guess less

One designer's account of how AI has shifted their process toward faster, rougher first drafts and more testing. It's a single anecdote, but it points at a real methods shift worth reflecting on.

This isn't a research study — it's one designer's personal account — but it echoes a pattern worth naming. Kazden Cattapan describes their workflow becoming 'less precious': rougher first passes, faster loops, more testing before committing to a direction. That's a methods shift, not just a tools one. If AI makes drafts cheap to produce, the bottleneck moves from 'how polished is my first mockup' to 'how well am I testing and iterating on it'. Worth reflecting on for your own process, especially early in your career when it's tempting to over-polish a first idea before you've actually validated anything with a real user or stakeholder.

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