On the issue of braking for stationary objects:
You might want to read first the
8.0 software release announcement and
press conference. We were all shaken and saddened when Jason Brown was killed when ran into the side of a truck in his Tesla running firmware 7,1. The truck's color provided insufficient contrast with the sky background and essentially the camera, which was the primary arbiter of objects in front of the car, didn't "see" it. RADAR saw it, but the car didn't stop because there was no confirmation from the camera.
In response to this condition, Tesla increased the role of the RADAR so that the car can now stop based on a RADAR signal alone. The problem for Tesla is that an overhead metal sign appears the same as an object on the road to RADAR when the car is cresting a hill. It would be very dangerous if the car slammed on the brakes every time one went up a hill where there is an overhead sign. So Tesla is using the feet to map the overhead signs in the world. If cars pass under these signs repeatedly, then the Tesla database can be sure that it's a sign and not object in the road 99+% of the time.
So right now, we are in between the old camera system and the fully implemented new RADAR system for AP 1.0 cars (and I presume for AP 2.0).
I don't want to leave the impression that AP 1.0 cars regularly ignore stationary objects in the road because they do not. Just about all the time if the camera and the RADAR can see the object, the car will stop. Sometimes the stop is a little closer to the object than our intuition says is safe, but usually the car will stop. In 6,000 miles of driving, much with AP, there have only been two instances where I decided to intervene and brake the car, Tesla Autopilot, whether 1.0 or 2.0 is designed and specified for a human to monitor and to take over when the car fails to handle a situation correctly.
One reasonably hopes that AP 1.0 will improve once sign mapping is completed and the software supports that data, and EAP based on AP 2.,0 hardware will far outstrip the original Autopilot.
Also check out this video of a Tesla stopping for pedestrians.