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Inside xAI’s 1,000,000 GPU Colossus Two cluster

Started by Sevad, Oct 26, 2026, 12:30 PM

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SevadTopic starter

The AI race is no longer just about who has the best algorithms, it's about who controls the power grid. This deep dive looks at xAI's massive Colossus Two supercomputer in Memphis, designed to scale toward 1 million Nvidia GPUs.
The video breaks down the brutal engineering realities of securing a gigawatt of electricity: using mobile natural gas turbines, tracking massive GPU power spikes via Tesla Megapacks, and dealing with intense cooling and wastewater infrastructure bottlenecks.





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