A system for learning and proof should update every time it runs, the way a bank balance does, instead of when a committee or a Congress gets around to it.
In plain words
A diploma is frozen on the day it was printed. Your bank balance tells you what you have today. The main federal law behind college money was last renewed in 2008. Accreditors do a deep review about once a decade. The world those students are headed into changes in months. Examiners who do the work today bring today's standard into the room, and every exam adds evidence about what the field needs. That's not a system that grows. It's a system that learns.
Evidence and sources
- The Higher Education Act was last fully renewed by the Higher Education Opportunity Act of August 14, 2008.
- By mid-2026, employment of 22-to-25-year-olds in the jobs most exposed to AI had fallen about 19 percent behind those in less-exposed work. Erik Brynjolfsson, Bharat Chandar, and Ruyu Chen, "Canaries in the Coal Mine?" (Stanford Digital Economy Lab, August 2026 update).
- Regional accreditors review colleges on ten-year cycles. Southern Association of Colleges and Schools Commission on Colleges; Higher Learning Commission.
Questions this answers
- Why can't schools keep up with AI?
- How often are college standards updated?
- How should credentials keep up with changing jobs?
In the book
In Four Weeks, Not Four Years: Chapters 3, 5, 9.
Related ideas
Cite this idea. Trenton Rich, "A system that updates every time it runs," in
Four Weeks, Not Four Years (2026), maxwellrich.com/idea-updates-every-time-it-runs.html. Free to quote, copy and reuse with credit under
CC BY 4.0. The book itself is under normal copyright.