The AI race is shifting from training to inference, with Google challenging Nvidia's dominance. Google is doubling down on its custom TPUs for faster, cheaper AI responses, aiming to power the next wave of AI agents. This strategic move, leveraging a decade of chip design, positions Google as a formidable competitor as AI usage scales globally.