For autonomous cars or not, whoever is liable in the case of an accident will acquire insurance to cover the cost of accidents. Currently, that's the driver. With autonomous cars, that may be the manufacturer, in which case 1) The cost to the manufacturer of insurance will be factored into the retail price of the vehicle and 2) The total cost of insurance will be lower because the accident rate will be lower.