The automotive intelligence revolution has entered a new stage of "arithmetic power defines experience". With car-specification chips breaking through 2000TOPS of arithmetic (such as NVIDIA Thor X) and L4-level system costs dropping by 50%, AI computing is reconfiguring automotive architecture and business models.