Personalized AI doubles its odds of changing your mind | Real users reveal what synthetic users miss | AI summaries can bias users even when full information is available | Agentic video production cuts human oversight but raises costs | Missing feedback makes users doubt their actions | Consumers show little loyalty to AI services | Voice AI practice helps students speak up in class | Silence improves interviews | Master–detail split views halve navigation work

Several approaches help AI learn how to serve individual users better | A survey reveals differences between companies profiting from AI and the rest | Real-time feedback during editing | Show how far a slow process has advanced toward completion | Delegation to AI agents deviates from traditional economic modeling | Show the context, sources, and rules behind AI answers | The price of “free” can overwhelm arithmetic | Be clear about the next step

User targeting in UX has progressed through 5 stages : target audience, personas, customization, personalization, AI individualization.