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xAI has acquired a third facility in Memphis, designated "MACROHARDRR," engineered to support training compute infrastructure reaching 2 GIGAWATTS of power capacity. To put that in perspective, this energy output is sufficient to power approximately 1.6 million residential homes simultaneously.
Memphis is now emerging as the primary hub for the Colossus supercluster project, where Grok AI training operations are progressing at an accelerated scale. The rapid expansion of computational infrastructure in the region reflects the intensifying demand for massive-scale AI training capabilities. This development signals a significant shift in how advanced AI systems are being deployed and scaled.