AGI will solve it. I think we've got a while yet before that becomes an issue for us devs though.
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.