The concept of a dog is not an explicit set of rules for recognising an ideal dog, it's a structure linking one's memories of particular dogs.

No pedestrian recognition or accident avoidance system is going to be 100% effective. But now we have the opportunity to apply to motoring what we have done to aviation: every rare fatality and the situation that led up to it can be analysed in depth to prevent recurrence.