Waymo developed custom silicon for its autonomous ride-hailing fleet to reduce dependence on Nvidia. This move optimizes hardware for specific driving workloads and lowers long-term procurement costs. By controlling the chip architecture, the company gains tighter integration between software and sensors. This shift signals a broader trend of AI leaders building proprietary hardware.