I'd have thought that all such systems will use a combination of machine learning and programmed logic. They have to deal with novel situations, but also know what stop and speed signs mean. I was driving a Corolla hire car this week that was reading the speed signs, but it had no self drive.
Musk is known to have been misleading about what his cars can do in previous demonstrations. I'm avoiding his platform anyway.