Facing US restrictions on high-end computing products, China is restructuring its AI chip industry by advancing GPU, TPU, and NPU technologies simultaneously. Domestic firms struggle to match Nvidia’s software ecosystem but seek breakthroughs with TPUs for efficiency and NPUs for edge applications.