Elon Musk's company xAI is heavily investing in Memphis to establish a significant presence in the AI competition. The firm has already constructed the world's largest supercomputer, named "Colossus," and is nearing completion of an even larger facility called Colossus 2, as the race for AI dominance intensifies. The enormous financial stakes highlight the critical nature of infrastructure in developing advanced AI technologies.