Robotics is the largest hidden buyer of GPU cycles.

Every physical robot needs thousands of virtual tests running in parallel.

If these simulations run on centralized clouds, the architecture inherits:

> High latency
> Vendor lock-in
> Systemic fragility

Simulations must run at the periphery, where the data is generated... or we accept that a handful of clouds will effectively puppet every robot that moves.