UX Roundup: Local-Language AI Use | AI & Jobs | Great AI Films | Hypertext Hero Ted Nelson | User Errors | AI Helps Rainforests | Annotation UI | Token Spend
AI use becoming more localized, according to Gemini data from Southeast Asia | Heavy AI use in a company increases hiring, not layoffs | Winners of the AI Film Festival awards | The inventor of hypertext, Ted Nelson | Helping users recover from errors | AI drones help replant the rainforests | Annotations seem a simple feature, but are often designed wrong | Token use is going through the roof with agentic AI
Jakob Nielsen
Jul 2021 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 14, 202514 min read
AI Hallucinations on the Decline
Early AI proclaimed many falsehoods, but such hallucinations are getting fewer with modern AI products. Larger models hallucinate less.
Jakob Nielsen
Feb 13, 20258 min read
Error Message Usability
Jakob Nielsen’s usability heuristic 9: Help Users Recognize, Diagnose, and Recover from Errors.
Jakob Nielsen
Jan 28, 20255 min read