#175 AI Made Designers Faster. So Why Aren't We Happier?

Nielsen Norman Group asked 521 UX practitioners how AI is changing their work. They rated AI 4.2 out of 5 for making tasks faster, but only 3.57 for how they feel about it, and 69% of comments were negative. In part one of a three part series on UX in the agent era, I follow the saved time to the four places it leaks out, look at why designers feel much less job secure than PMs, and share three things to do on Monday. Plus: the Case Study Engine, for making your decisions visible.

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Resources and links

• Case Study Engine: https://ai-for-designers.com/casestudyengine/

• NN/g, "AI in UX: Work Is Faster, But Practitioners Have Mixed Feelings," Rosala and Banawa, 23 Oct 2026:

 https://www.nngroup.com/articles/ai-in-ux-survey-26/

• Dayforce, 17th Annual Pulse of Talent, “Fast now, fragile later”: ⁠https://www.dayforce.com/resources/17th-annual-pulse-of-talent-workforce-fragility⁠

• “Does AI Save Time on Product Design? A Randomized Controlled Experiment of AI Prompt-to-Design Workflows” (Stewart, Anise, Hogan and Griffin, Sep 2026): https://arxiv.org/abs/2609.26725

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