The US export controls on advanced NVIDIA chips achieved the worst possible outcome: they irritated China without actually stopping it, just as the US learned in Vietnam that half-measures make things worse. The embargo forced Chinese labs to develop breakthrough quantization research that now makes their models cheaper, faster, and more efficient than if the embargo had never happened.