All your NNs are entirely completely utterly pointless when faced with inputs they have never been trained on. They always suck at extrapolating, and almost always suck at interpolating as well. So when an unexpected emergency happens, what exactly are they going to do?

And outside of NNs, The only thing we have are autopilots. They sometimes fail, and that is why real pilots mainly just babysit them as their main job.