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UX Collective.

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Cited in hebel. today

  1. Designers shift from doing to judging AI outputsJudging AI-supported decisions. Patrizia Bertini argues that practitioners must now teach judgement as a core skill, as AI-enabled decisions risk becoming an assembly line where humans…
  2. Designers replace static mockups with model evaluation setsDesigners at firms like Stripe now build internal playgrounds, such as ProtoDash, which bake design systems into tools so teammates can generate realistic prototypes in minutes.…
  3. Product builders pivot from AI-generated outputs to user-centric judgmentDefining boundaries for agents. April Yang observes that AI agents often investigate irrelevant scenarios affecting only 0.1% of users, forcing engineers to manage unnecessary abstractions. To…
  4. AI shifts the burden of judgment to the worker
  5. Engineers pivot from prompt engineering to structured component manifests
  6. Designers debate the necessity of writing production code
  7. Teams design better by try-storming in the room
  8. Designers shift focus from pixels to organizational bottlenecks
  9. Developers use comparison pages to judge AI-generated UI
  10. Autonomous agent coordination creates new management friction

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