The driver is a huge part of the cost of a taxi ride (even with Uber subsidising them unsustainably with investor's money). An autonomous car company can price a journey at about the same as a bus ticket for a point-to-point on-demand journey and still make money hand over fist with their first generation hardware. Even for commuters this could be substantially cheaper than a car.