The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types and 2 molecules
Apply your measured personal estimation ratio as a multiplier to all future estimates—if actual/estimated consistently = 1.8, budget tasks at 1.8× your initial estimate to achieve calibrated forecasting.