State-machine-driven function modules decouple intelligent driving algorithms, enabling faster updates and simpler task-flow management.
Containerized workload orchestration allocates CPU, memory, AI, and codec resources by safety level to prevent conflicts and speed recovery.
A safety mask limits autonomous vehicle maneuvers to legal actions, improving RL training transparency and avoiding unsafe decisions.