> it requires classification systems and object models of the world that modern AI has yet to reproduce.

i'm pretty sure that during millions of miles of say Waymo's video captured, there has been a lot of people (incl. children) stepping off the sidewalk to cross the road - you don't need that to happen right in front of your car - so their system analyzing the images does recognize the pedestrians and thus their potential for movement.