New essay: School Years vs. AI Release Cycles.
Schools plan in years and universities in semesters. AI models now arrive in weeks. Education cannot match that pace, and should not try. It can teach what outlasts every release: verification, judgment, and how to steer any tool.
An interactive opening shows the two clocks side by side.
https://societyandai.org/perspectives/release-cycles-vs-school-years/