Summary : UX for long-running AI tasks | Consistent user interface design | What are the best AI models to use now | AI anxiety in the workplace | AI helps blind users, but a study found that accessibility challenges remain in current AI UI | NPS scored   UX Roundup for November 3, 2025. (Seedream 4)   UX For Long-Running AI Tasks New explainer video about the UX of AI that runs for hours  or days (YouTube, 5 min.). Concept: Eton upperclassman. I had a hard time making this a

Summary:  When can AI replace UX designers? We need longitudinal research to compare AI with human experts across multiple UX methods and track the improvement rates. Results could define an AI scaling law for UX skills, helping companies decide when to delegate what UX work to AI versus humans.   We need to discover if a scaling law exists for AI’s ability to perform UX and usability work. (Similar to the well-established existing AI scaling laws .) This includes facilitatin

Summary : Usability Halloween | Study Similarity Score to assess the relevance of secondary research | 23 design ideas to improve AI UI | Using AI to conduct heuristic evaluation UX Roundup for October 27, 2025. (Seedream 4) Usability Halloween Costume Dress up as a usability expert this Halloween ! I made a short video (YouTube, 3 min.) with Sora 2 and Veo 3 to show what kids think of this idea. (Spoiler: They like it, but then all these kids were generated by my prompts.) H

AI’s impact on job prospects for junior vs. senior employees | Founder Mode | Learn AI-First design | Secondary user research | Comparing avatars animated with HeyGen and Chinese AI tool Wan

User testing is straightforward, but it involves many moving parts, making it best to have a systematic process for planning and executing studies, as well as ensuring follow-up.

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

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.

Training AI on large volumes of user research data may scale up its ability to predict usability problems and create better designs in the first place. This could change the balance between predictive usability and observational usability.

6 themes for UX in 2025 | Testing new AI with your own challenging tasks | AI middling at analyzing usability tests | AI’s impact on UX jobs

Summary : AI can ask follow-up questions in usability sessions | The top 3 UX evaluation methods | AI use in UX | New hybrid UI for AI...

Using AI to repurpose content into additional formats | Cheatsheet with AI prompts for user research | Worst UI ever | Flexible displays

Actions speak louder than words. Observation trumps inquiry. Reality defies expectation. Abandon self-reported bias and focus on observation

AI shows more empathy than human doctors | “Submit” considered harmful | Europe too slow for AI | Prompt AI for user research questions

No secrets in UX | Figma GenUI | Image stylistic variations in generative AI | AI used for dark design | How to get respect for UX

Study of how user researchers use AI | Integrating AI within an existing software product | Short highlights from Jakob’s recent videos

Iterative user research | Pilot study | AI Companions | Dark design | Templates for usability studies

AI offers many benefits in user research and can enhance, but not replace, the human touch in user-centered design.

AI’s probabilistic nature changes all areas of user experience, impacting users, UX researchers, and designers.

AI is a general-purpose technology that can double economic growth | Comparing human card sorting with AI categorization

AI can already perform many UX tasks. It will do more in the future, including maybe UI design. But AI will not replace watching users.