

UX Roundup: Image Models Compared | Writing for the Web | AI vs. Human Cognition | E-Commerce Usability | Multimodal Music Models
Summary : New Image Models: Microsoft MAI-Image-1 vs. Grok Image 0.9 | Writing digital content: Julius Caesar as a role model | Should AI mimic human cognition? | AI helps e-commerce sell more | AI singers understand the lyrics  UX Roundup for November 17, 2025. (GPT Image-1) New Image Models: Microsoft MAI-Image-1 vs. Grok Image 0.9 Microsoft has released a new text-to-image model on www.bing.com/create , called MAI-Image-1. I tested it with the same prompt I had used with

Jakob Nielsen
4 days ago13 min read


UX Roundup: AI Music | Humans Impolite to AI | Subscriptions vs. Social Media | AI vs. Search
Summary : Experimenting with same song in different genres | Humans impolite to AI, which needs to be reflected in training data | Subscriptions beat social media for insightful content | AI answers beat search  UX Roundup for November 10, 2025. (Seedream 4) Two New Music Genres I remade my opera about direct manipulation (YouTube, 4 min.) in two modern music genres: Jazz song  about direct manipulation (YouTube, 3 min.) Rock song  about direct manipulation (YouTube, 3 min.

Jakob Nielsen
Nov 109 min read


UX Roundup: AI Music and Video Upgrades | Survey Length | Self-Driving Safety | AI GDP Metric | Amazon Dark Design
Summary : New versions of leading AI music and video models Suno and Kling | Shorter surveys have higher validity | Safety update for...

Jakob Nielsen
Sep 2911 min read


UX Roundup: AI Workflows | One-Click Songs | Auto-Slideshow | Rewording Questions | Multiple AIs
Rethinking workflows for AI | Lowering the barrier to creating content with AI | NotebookLM automatically creates a slideshow from an article | Changing the wording of questions in standard surveys | The market will support multiple AI modelsÂ

Jakob Nielsen
Aug 1813 min read


UX Roundup: Midjourney Usability Atrocity | AI Drives Traffic | Lip Synch Improvements | Progress in AI Music | You ≠User
Midjourney doubles down on usability atrocity | AI drives website traffic | Improvements in lip synch for AI avatar videos | AI music improves with Suno 4.5 | You are not the user

Jakob Nielsen
May 129 min read


UX Roundup: Explainer Videos | AI Overload | AI Music | Over-Recuiting | Home Robots | GPT 4.5
AI stigma & SEO explainer videos | Overwhelmed by AI progress | AI music improves | Overrecruiting study participants to account for no-show

Jakob Nielsen
Mar 310 min read


UX Roundup: UX Superhero | Pivot to AI-UX | Luma Dream Machine | Midjourney Niji | Apple AI | Leonardo Phoenix
When UX professionals gain superpowers | UX-STRAT conference pivots to AI-driven future | Luma Dream Machine generates better AI video

Jakob Nielsen
Jun 17, 20249 min read


UX Roundup: Prompting for Music Styles | Combining AI Tools | Style Randomization
Summary: Music prompting harder than image prompting | Combining up to 8 different AI tools into a single task workflow | Midjourney...

Jakob Nielsen
May 20, 20247 min read


UX Roundup: Many-Shot UX Prompting | Professor Prompts | Useless UX | 10K Midjourney | Offshoring Comments | Tourist Users | Dark Design
Many-Shot prompts likely to improve some UX tasks | Prompt library for educational use of AI | LinkedIn’s useless UX advice

Jakob Nielsen
May 6, 202410 min read


UX Roundup: Synchronizing Captions | SUS Survey | First Mac GUI | Student/Beginner Portfolios | Solve the Easy Problem | More UX Songs
Auto-sync makes YouTube captions easier to create | SUS questionnaire user satisfaction is too long | Revolutionary first Mac GUI

Jakob Nielsen
Apr 15, 20247 min read


UX Roundup: Collaborative AI Workflow | New Music Service | Clear > Clever | Team Skill Hackathon | AI-Driven KPI
Leonardo support for collaborative AI workflow in UX design | Clear beats clever in UX | Hackathon to grow team skills | AI-enabled KPIs

Jakob Nielsen
Apr 12, 20248 min read


UX Roundup: AI in the Classroom | UX Design Bias | New AI-UX Course | UX Certification | Disappointing Sora Videos
Educational use of AI-generated songs | Weakness of manual UX design | Disappointing AI videos from pro filmmakers

Jakob Nielsen
Mar 29, 202410 min read


UX Roundup: Early Facebook UX | Hybrid UI for Generative UI | Eyetracking | Slack UX | Small-Language GPT | AI UX Courses | Jakob Live | Better AI Songs
Julie Zhou recalls Facebook’s early user interface designs | Tools for generative UI need a hybrid UI | Early eyetracking reseach

Jakob Nielsen
Mar 22, 202410 min read


UX Roundup: AI As General-Purpose Tech | AI Can Do Card Sorting | Mental Models | ChatGPT Lazy Fix | New Song
AI is a general-purpose technology that can double economic growth | Comparing human card sorting with AI categorization

Jakob Nielsen
Feb 5, 20249 min read


UX Roundup: Top UX Articles of 2023 | AI Sings | AI as Provocateur | Integrate AI in Apps | Package Delivery UX | Reporting UX Research | Midjourney Can Spell | UX-AI Job: Ideogram
Jakob’s top-10 articles and top-3 videos in 2023 | AI sings about the 10 usability heuristics | The future of work: changing AI metaphor

Jakob Nielsen
Dec 26, 202310 min read
