It looks like he has various sensors for gathering driving data. But how do you really know when you have gathered enough dimensions of data in this situation?

It looks like he has various sensors for gathering driving data. But how do you really know when you have gathered enough dimensions of data in this situation? How do you train for edge cases? I imagine there will still have to be some hard rules in case the AI encounters edge cases.