UX Roundup: Design Guidelines Changing for AI | AI Anxiety | Toggle Switches | Hedonic Adaptation | Erdős Problems | Glanceable Monitoring

Design guidelines held steady for 30 years but are shifting with AI | Users who are anxious about AI use it more, not less | A toggle is a light switch, not a form field | The same design scores lower every year | What are the Erdős problems and why are they relevant for AI? | An ambient monitoring interface with glanceable feedback on agent progress cut errors in half