Simple - autopilot. Lightning-quick recognition of pedestrians, other cars, road boundaries, etc. with stellar reliability regardless of conditions (rain, dust, etc.) is absolutely essential for the development of autonomous cars and a decidedly non-trivial computing task. You need advanced neural networks for that, and nowadays these run on GPUs (CPUs are ~10x slower for this application).