Global Fertility is in freefall — South Korea TFR 0.72, Taiwan 0.87, Japan 1.2, China below replacement since 2022, US at 1.62. The engine treats demographics as background data in individual entries but never questions the structural assumption: does the centralized power structure need a large consumer base to function? Two contradictory readings: (1) demographic collapse ACCELERATES the centralized power structure — algorithmic labor replacement becomes necessity, not choice; smaller population is more controllable; pension system collapse forces dependence on state/corporate infrastructure. (2) Demographic collapse BREAKS the centralized power structure — the system that extracts wealth from the public requires a consumer base generating revenue; real estate, retail, healthcare all depend on population growth; tax base erosion makes infrastructure maintenance impossible. The engine must decide: is the centralized power structure building for 10 billion people or 4 billion? The answer changes every prediction. Falsification: track whether centralized power structure-aligned policy promotes or discourages fertility. If pronatalist policies emerge from the same nodes building the Genesis architecture, the engine's extraction model needs revision.