We humans are constantly predicting what might happen next based on patterns of events by systems we understand the causality of without realizing it - it is a basic survival skill that current AV's entirely lack.
Why do you think so many animals, with such great perception, end up road kill? The point is, perception does not a safe driver make!
Assuming things still exist for one or two seconds after losing sight of them isn't a difficult task. It's still a pretty basic momentum calculation. It's not about modeling the mind of the child to know if they'll continue: the dumbest option says motion will continue and gives you the safe result here.
> Why do you think so many animals, with such great perception, end up road kill?
Because they're not cautious around cars and/or wait for the last second on purpose? Switching to the perception of the thing getting hit is a very different context.
If a car could easily stop in the space of a meter then it would be so easy to make self-driving safe.
Not that I think a car needs to understand anything more complex than momentum, but you're not offering a very strong argument on the matter of car navigation.