On November 16, our reporters got wind that Huawei is gearing up to unveil a revolutionary technology in the AI domain on November 21. This innovation is anticipated to offer solutions to the long - standing challenges of computing resource utilization efficiency. Currently, the industry average utilization rate of computing resources like GPUs and NPUs hovers around 30% to 40%. However, Huawei's new technology has the potential to significantly boost this figure, pushing it up to 70%. By leveraging software innovation, the technology allows for the unified management and utilization of a variety of computing resources, including those from NVIDIA, Ascend, and other third - party providers. It effectively obscures the hardware differences among these resources, thereby providing a more streamlined and efficient resource support system for AI training and inference processes.