Inverse Matrix, together with Beijing Academy of Artificial Intelligence, vLLM, and Peking University, released PhysisServe, the first physical AI inference system that balances intelligence and high-throughput output. It is the first to enable a 10-billion-parameter world model to achieve real-time kilohertz output frequency, one to two orders of magnitude faster than existing frontier solutions.