The technological requirements for self-driving cars are extremely complex, and although we are now able to succeed in a very high percentage of the situations, those last few percentages contain the most difficult, the most daunting challenges. As automation gets better and better, then the problems of vigilance increase, for the more reliable the system, the less for a person to do, and the mind wandering begins. Do not take people out of the loop: have them always know what is happening. How do we do this in a meaningful way? By asking people to make high-level decisions, to continually be making decisions. Human pattern recognition and high-level statement of goals and plans are good. But here is what we are bad at: the ability to monitor for long periods, to be precise and accurate, to respond quickly and properly when an unexpected event arrives where the person has not been attending. So, have us do what we are good at. Have the automation do what we are bad at. Aim for collaboration, not supervision.
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