Corematter analyzes robot compute demand

This article examines the demand for compute in robotics and physical AI, analyzing spending across model development, onboard robot computers, and servers for deployed fleets. The author explores how shipment forecasts, hardware pricing changes from NVIDIA, and varying architectural designs shape future costs for robotics companies. Part 1 focuses entirely on the demand side of the equation, setting up a forthcoming discussion on compute supply. Open article →