Despite some bold predictions for autonomous vehicles (AVs) over the past few years, enthusiasm and investment for further development has stalled lately. While we are seeing an acceleration of level 1 and 2 driving automation, there are delays in higher levels due to the lack of an established regulatory framework and the Herculean challenge of providing safety in all driving situations. Matthew Beecham assesses the state of play of the driver-free utopia.