At the end of 2014, nobody disagreed with this comic: http://xkcd.com/1425/

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.