Google bets billions on TPU chips to rival Nvidia

Google provided a $3.2 billion financial guarantee for the Lake Mariner AI data-center cluster in western New York. The project plans to rent computing power from thousands of Google's TPU chips, positioning them as a direct challenger to Nvidia's dominant hardware.