Arm launches Total Design for Physical AI and robotics

Arm has launched Arm Total Design for Physical AI alongside a new robotics framework designed to establish common standards across automated systems. Physical industries spanning mining, agriculture, manufacturing, and global transport account for trillions of dollars in economic activity, with an estimated compute opportunity reaching 200 billion dollars annually by the 2030s.

To overcome engineering fragmentation across these sectors, Arm is convening more than 80 partner organizations representing software, hardware, and artificial intelligence. Initial participants in the ecosystem include AWS, ECARX, Hugging Face, Liquid AI, NXP, PlusAI, PSYONIC, QNX, Qwen, Siemens, and Unitree Robotics. The initiative focuses on physical systems combining AI models, runtime software, compute silicon, sensors, and actuators to operate within real-world environments.

Stock photo for illustration only, not from the actual event

According to an architectural manifesto published by Arm chief architect Richard Grisenthwaite, robotics currently lacks a common method to describe, compare, and communicate system capabilities. This fragmentation makes robotic systems significantly harder to design, integrate, and scale across industrial deployments.

In response, Arm has introduced the Robotics Capability Framework as a collaborative starting point for a shared technical vocabulary, patterned after the SAE Levels used for driving automation. The new framework categorizes robotic systems across progressing tiers of operational sophistication, mapping machines from reactive setups to context-aware, cognitive, and self-improving systems.