Inverse Matrix's Chen Boyuan explains how physical AI inference system PhysisServe balances intelligence and high-frequency output

PhysisServe, a physical AI inference system jointly released by Inverse Matrix, vLLM, the Beijing Academy of Artificial Intelligence, and Peking University, completes one chunk every 4.083 milliseconds for the 33B-parameter MiniMax H3 on 200 GPUs, about 245 chunks per second, with equivalent frame throughput approaching 1,000 frames per second and a steady-state output interval shorter than that of the 1.3B-parameter Wan2.1.