appleinsider.com
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Nov 9
How a Mac mini powers a staggeringly capable robot without human training
Apple researchers have detailed a system that runs on an M4‑Pro Mac mini with 64 GB of RAM to control a Unitree G1 humanoid robot. The setup, named HALO (Humanoid Autonomy, Learned in Simulation, running Onboard), learns navigation and manipulation tasks in simulation before being deployed on the robot. In demonstrations, the robot autonomously maps unfamiliar rooms, crouches under tables, follows a person on command, and locates a chair when asked to sit. The paper, titled “Perceptive Humanoid Motion from Simulation,” includes video evidence of the robot analyzing environments and executing complex motions without human‑provided trajectories. Apple’s approach showcases the feasibility of using compact, consumer‑grade hardware for advanced robotic autonomy. The research highlights latency processing and efficiency achievable on the mini.
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By proving that a pocket‑sized Mac mini can drive a full‑size humanoid, Apple blurs the line between consumer computers and dedicated robotic controllers, opening pathways for rapid, cost‑effective deployment of intelligent machines.