How AI “skills” are reused and other usability issues with skills | User research job listings for junior staff dry up, and senior staff need AI experience to be hired | Data comics generated with AI increase student learning | Quick view as a shortcut for seeing product info | The AI economy has $175 billion in revenue | AI use spreads from peers | Automatically creating advertisements based on a website

UX metaphors help users learn new interfaces by transferring knowledge from familiar concepts. They bridge designers’ conceptual models with users’ mental models through analogical reasoning, mapping multiple attributes between source and target domains.

From bits to atoms: when do we get super-human robots? | Doing vs. learning with AI | Older managers in denial about AI progress

Viewing AI as an eager but unskilled intern was appropriate in early 2023, but this metaphor is now too limiting for good AI use.