Amazon last week revealed its Trainium3 UltraServer rack systems, and if your first thought was "boy that looks a lot like Nvidia's GB200 NVL72," your eyes aren't deceiving you.

As the AI boom enters its fourth year, the infrastructure driving much of the bubble has really started to look the same.

Left: Half of a Trainium3 UltraServer, Center: Nvidia's GB200 NVL72, Right: AMD's MI400-powered Helios rack - Click to enlarge

Amazon has deployed a ton of Nvidia's GB200 and GB300 NVL72 racks, and given the visual similarities to its Trainium3 Ultra Servers , we wouldn't be the least bit surprised to find out that large portions of the racks are shared between the two.

In fact, with the launch of Trainium4, Amazon has already announced it'll be able to slide its custom compute blades direct

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