Direct conversations with top Chinese researchers reveal a frantic push to close the gap with US frontier models. These labs prioritize rapid iteration and massive scaling over theoretical purity. The result is a pragmatic, engineering-heavy approach that challenges Western assumptions about how LLMs evolve. Practitioners should expect more aggressive, open-weight releases from China.