Physical AI & the Physics Endpoint

A framework for democratizing robotics through input normalization — standardizing spatial perception so that geometric understanding is separated from semantic processing.

It pairs low-cost stereoscopic sensors with server-side physics calculation, with the aim of putting robotic capability within universal reach. The point is to head off a robotic oligopoly: if the core enabling technology is distributed at an accessible cost, the benefits of automation reach the general population instead of concentrating production capability in a few hands.

The paper deliberately keeps technical resolution low in places, to leave room for diverse solutions in a growing space.