The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types and 2 molecules
Err toward shorter expiration windows when uncertain about information lifespan, setting expiration at 3 months if unsure rather than 1 year, because expired items can be renewed while accumulated stale information cannot be easily detected.