I'll disagree with the others and just say "not enough cameras". Cameras alone can work, but you really need stereoscopic cameras in every direction without huge blindspots less than 3 feet from the car.

Until they fix that, there will be lots of limitations. It could get to be good enough to be hands off a lot more than it is now, though.