And therein lies the problem no one talks about: all these autonomous vehicle technologies have only been tested in non-adversarial situations. Machine learning algorithms do not generalize the way humans do, and it has been shown that they’re fairly easy to fool. This is an active area of research at the moment, and no one really knows how to fix this, at least not without deploying an ensemble of networks with different architectures.