05

Edge Physical AI

Reasoning that cannot run on the robot is not reasoning the robot can use.

The other four pillars are constrained by what a physical agent can actually compute, in time, on a power budget, in the field. This pillar develops compact models grounded in graph representations, distributes inference across the robot-IoT-edge continuum, and validates in simulation before hardware.