The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types and 2 molecules
Match the binding strength of commitment devices to the documented severity and frequency of past failures in that domain, using hard pre-commitments (physical impossibility or high cost) only for behaviors with long track records of in-the-moment failure.