The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types and 2 molecules
Retire metrics entirely when they no longer distinguish between gaming behavior and genuine progress, as continued use of a decoupled metric produces wrong information you trust rather than mere absence of information.