Recent visits to top Chinese labs reveal a frantic pace of development focused on scaling and efficiency. Researchers at Interconnects observed a heavy emphasis on synthetic data generation to bypass high-quality human data shortages. This push for rapid iteration suggests China is prioritizing raw performance over alignment. Practitioners should monitor these emerging training shortcuts.