

Metaphor in UX Design
UX metaphors help users learn new interfaces by transferring knowledge from familiar concepts. They bridge designers’ conceptual models with users’ mental models through analogical reasoning, mapping multiple attributes between source and target domains.


UX Roundup: GPT 5 | AI in Education | UXR Repositories | AI Cannibalization | Map vs. Territory | Patients and AI vs. Doctors | AI Speed | User Test Methodology
GPT 5 put to the test: Explain UXD and UXR to a 5-year-old | AI in Education | AI makes repositories of old user research findings more useful | AI summaries cannibalize clickthrough from web searches | The journey map is not the territory of user actions | Patients reveal more to clinical AI than when talking with human physicians | Response time matters for AI usability | Leading the participants in a usability study


AI Storytelling: Aesthetic and Minimalist Design (Usability Heuristic 8)
Summary: Â A storybook that metaphorically explains minimalist design through pictures and a story. Storytelling is more memorable and...


UX Roundup: Designers in Denial | 3 Levels of Corporate AI Use | AI Improves Medical Diagnosis | AI Math | Ideogram Character Consistency | Bad Study Methodology
Many UX designers are still in denial about AI | The 3 different types of AI use in companies, and their implications for your career | AI does mathematics differently than humans


Why Beats What: Prioritize Qualitative User Research Over Quantitative
Qualitative research is your only path to design improvement. Watching users struggle reveals solutions; surveys and metrics don’t. Testing with 5 users enables rapid iteration: test, fix, repeat.


UX Roundup: UXR Theater | App Overload | Less Is More | Illustrations vs. Photos | Problem vs. Solution | Centralized AI | Recognition vs Recall | Google Growth | Sovereign AI | Agentic Browsers
Summary : Usability testing as theater | Too many applications | Less Is More | Illustrations vs. photos | Love the problem, not your...