Huawei has unveiled the Peerium computing architecture, a new system designed specifically for the AI era. The architecture aims to deliver strong scalability supporting millions of processors through advanced structural design. Peerium is built on nested parallelism, unified memory addressing, and equal interconnection technologies. These core features enable the system to handle massive-scale computing demands required by next-generation artificial intelligence applications.