An independent field manual for physical AIRev. 2026.11 · 7 chapters · 7 articles
Physical AI Handbook

Hardware

A model can only do what its body allows. This chapter explains the hardware choices — actuation, hands, sensing, compute, power — and how each one constrains capability, cost and safety.

  • Actuators
  • Hands and end effectors
  • Sensors
  • Onboard compute
  • Power and batteries
  • Humanoids and form factors

§Articles in this chapter

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§Terms from this chapter

Full glossary →

Autonomous mobile robot

A mobile robot that plans its own path through a facility using onboard sensing and a map, rather than following fixed guides such as tape or wires the way an automated guided vehicle does.

Degrees of freedom

The number of independent ways a mechanism can move. A typical industrial arm has six; a humanoid with dexterous hands can have forty or more.

End effector

The device at the end of a robot arm that interacts with the world: a gripper, suction cup, hand, welding torch or other tool. It is part of the robot application and must be included in its risk assessment.