Second edition · A book by Robert Frost
Learning should reveal what people can do. Not who gave them permission.
A rigorous argument for replacing credentials, high-stakes proxies, and institutional gatekeeping with visible evidence of growth, mastery, and transfer.
The argument in four movements
Institutions can support learning. They should not own the definition of it.
This book follows learning from the biology of attention to the politics of credentials, then asks what a humane evidence system would make possible.
How learning actually works
Learning is a living process, not a transaction between an institution and a transcript.
4 ch. IIThe system we inherited
Schools became good at administering scarcity, standardization, and permission.
4 ch. IIIEvidence over proxies
Measurement should help a learner improve and make capability visible, not merely sort people.
3 ch. IVBuilding without gatekeepers
An open learning system needs institutions, but it does not need institutional permission to define every life.
3 ch.A different standard
“The question is not whether someone was admitted. It is what they can understand, build, repair, explain, and carry into the next problem.”
- Instead of
- Seat time
- Look for
- Growth over time
- Instead of
- Credential prestige
- Look for
- Demonstrated transfer