The Cold War II scenario rests on a technical assumption that AGI development remains very expensive, so that large firms and capital-rich states (with talent and educational capability) have an advantage; if AGI development turns out to be cheap—via leveling cost curves, reasoning models that run longer rather than train longer, or distilling cheaper models from a frontier model's outputs—then fast-followers could proliferate the technology and undermine the bipolar scenario.