Direct visits to China's top labs reveal a distinct approach to scaling and optimization. Nathan Lambert details how these teams navigate hardware constraints while pushing frontier capabilities. The findings highlight a narrowing gap in technical execution between East and West. Practitioners should monitor these specific architectural choices as they influence open-source model efficiency.