I'm curious what degree of "cultural context" is built into automated cars - I feel that there has to be a lot of locale-specific techniques for driving.
For example, in NYC, there's nothing at all uncommon about a pedestrian beginning to cross the street in front of you and approaching the area of your lane where you will shortly be. Pedestrians typically then stop about a foot away from your lane, let you drive past them, and then continue walking. If a car slammed on the brakes in this situation, it would likely cause more accidents than not braking would cause.
On the contrary, in Tempe, a pedestrian starting to do the exact same thing as above is likely much more a case of them not realizing your car is coming at all, in which case slamming on the brakes is appropriate.
This isn't to defend Uber, clearly their car did do the wrong thing in the Tempe situation (though I make no judgment on who was at fault). And clearly cars need to be able to handle the variety of unwritten, localized driving quirks different regions have. But it seems like a very non-trivial problem to do this correctly.