

UX Roundup: Latent Affordances | Automating Competence | Entry-Level UXR Job | Direct Manipulation | One-Shot AI Slideshow | Veo 3.1 | $100M Avatars
Summary : Latent affordances | Automating best-practice dissemination by having AI learn from top staff | Entry-level user researcher job opening at LEGO | Direct manipulation: the opera | One-shotting a narrated slideshow with Google’s NotebookLM | New video model Veo 3.1 | Avatar company HeyGen scores $100M annual run rate UX Roundup for October 20, 2025: Many of this week’s news items relate to the process of going from idea to video with AI. (GPT Image-1) Latent Affordanc

Jakob Nielsen
Oct 2012 min read


UX Roundup: AI Job Losses for Young Staff | Founder Mode | Learn AI-First Design | Secondary Research | Comparing Avatar Tools
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

Jakob Nielsen
Sep 813 min read


UX Roundup: Simplicity | Error Prevention | Educational AI | Heuristic Evaluation with AI | AI 4x Better at Medical Diagnosis | Grok 4 and AI Prices | AI Video
The Simplicity Poof | Error prevention explained by Vikings | AI in education | Heuristic Evaluation with AI | UX career pivot | AI was 4x better than human doctors at diagnosing complex cases | Grok 4 sets new record for AI subscription pricing | Advances in AI Video

Jakob Nielsen
Jul 1414 min read


UX Roundup: UX Unicorns | Captcha Must Die | Flow in UX | Dark Design | Avatar Animation
Herds of UX unicorns | Captcha Must Die | Supporting the Flow state | If it feels like dark design, it probably is | HeyGen’s Avatar IV worked better with a photorealistic avatar than a cartoon character

Jakob Nielsen
Jul 78 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: 20K Subscribers | Voice Sound vs Character | Voice UI for Old Users | CoT Explaining AI | Ideogram Release 2a | Easy Avatars | Track AI in Analytics | Gemini Images
Newsletter subscribers | Voice sound vs character | Voice UI for old users | Does chain-of-thought help users form mental models of AI?

Jakob Nielsen
Mar 1715 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: Outpacing Human Aging | Animating Paintings | Domain-Specific UX | Bad AI Video | Top Avatars Vary by Platform | Search Research | o3-mini
Tech advances outpace human aging | Specializing in design for a target domain | The best-performing Avatars vary by social-media platform

Jakob Nielsen
Feb 313 min read


UX Roundup: AI Video Editing | AI Avatars Compared | NotebookLM Team Leaves | Monthly, Not Yearly AI Subs
AI-Assisted Video Editing with CapCut | Comparing services for generating AI avatars | The core NotebookLM team leaves Google

Jakob Nielsen
Dec 5, 20248 min read


UX Roundup: Cookie Banners Waste Time | Building AI Infrastructure | Bigger AI Training Clusters | AI Avatar Keynote Summary | Virtual Try-On
Cookie banners waste 575 M hours of European users’ time annually | Jensen Huang on AI infrastructure | AI training clusters keep growing

Jakob Nielsen
Dec 2, 20249 min read
