Wafer-scale inference on Bedrock and open 3T-class models both landed this month. Neither will run your robot's control loop — but together they redraw the line between what a robot computes on-board and what it can safely delegate to the cloud.
A two-day hackathon build where a humanoid walks an inspection route, captures imagery, and an agent on Bedrock checks each assembly against its bill of materials. What the cloud pipeline looked like, and what a hackathon proves versus what it doesn't.
Physical AI is a data lifecycle problem with hardware at the edges. Here is what the cloud actually provides to a humanoid or robotics workload, and where the category is real today versus hype.