The youngins say AI will solve this. They're wrong.
But why wait for a powerful AI, if you can hire / enslave developers today?
That's where we spend the majority of our time and always where things go horribly wrong in SciFi movies.
That's actually the point.
Halfway through 2016, "a programmer with 1 year of experience" using nothing by Python, numpy and a couple of spare weeks could roll their own convolutional neural net to identify images with high-90-percent accuracy.
I dunno about you but that sounds like a significant advance to me.