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In this episode of the UX Institute Podcast, Mark Swain speaks with Dan Saffer, designer, educator and a sharp voice on where AI product design is heading and where it is still falling short.

This conversation looks at the reality of using AI day to day, beyond the hype. Dan explains why so many AI products still feel like hard work, why the prompt box has become a lazy default interface, and how too much cognitive load is still being pushed back onto users. Rather than making products easier, many tools are still asking people to figure out the system for themselves.

Dan also shares how AI has become part of his own workflow, from research and writing support to building small tools for himself. But the conversation keeps returning to the bigger design question: if the models are already powerful, why does the experience of using them still feel clunky, tiring and unfinished?

Mark and Dan also explore what all of this means for designers, researchers and product managers. They unpack the rise of hybrid roles, the pressure on junior designers, the danger of letting AI do the thinking, and why understanding users, workflows and context may become even more valuable in the next few years.

In this episode, you’ll learn:

• Why AI tools still create confusion for most users, even when the underlying models are impressive
• What is broken about the prompt box as the default interface for AI products
• Why chat and voice are useful for some tasks, but poor for detailed refinement work
• How better AI products may combine invisible automation, graphical controls and conversational input
• Why AI is increasing the intensity of work instead of simply making people more efficient
• What design teams risk losing when they hand too much thinking over to AI
• Why junior designers are facing new pressure as production tasks start to disappear
• How hybrid roles across design, product and engineering are starting to emerge
• Why the biggest opportunity in AI may now be better product design, not better models
  
  

Dan Saffer

Dan Saffer is a designer, educator and thought leader focused on emerging product design patterns, AI interfaces and the future of design practice. His work explores how new technologies reshape workflows, expectations and the role of designers inside product teams.

Support the show

UXI (UX Institute) Original Podcast 2026.
www.uxinstitute.com

Support the show

UXI (UX Institute) Original Podcast 2025.
www.uxinstitute.com