Amazon's artificial intelligence ambitions are running into a constraint that money alone cannot quickly solve: the physical infrastructure needed to run powerful computing systems. The challenge is no longer simply securing advanced chips, but ensuring that data centres have enough electricity, cooling, and operational capacity to put them to work.
The distinction matters as Amazon commits billions of dollars to NVIDIA hardware. Equipment delivered ahead of infrastructure readiness can help secure scarce supply, but it can also leave expensive assets waiting to generate returns.