xAI just hit a major milestone—they've successfully deployed a gigawatt-scale training cluster. That's not just a number; it's a game-changer for AI infrastructure. This kind of computational firepower is reshaping how next-gen AI systems get trained and optimized. The implications ripple across GPU markets, data centers, and the entire compute economy.