> As I understand it, most of these companies sensibly say "unknown weird thing in/near road means stop the car."

That's not entirely true. A Tesla, for instance, won't stop if it detects a stationary object on the highway, assuming it's a false positives of the algorithm.

https://www.wired.com/story/tesla-autopilot-why-crash-radar