The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types and 2 molecules
Create annual capacity maps rating each month 1-5 based on historical data, then distribute annual commitments proportionally to predicted monthly capacity rather than dividing by twelve uniformly.