Andrew Ng has a nice quote: “Instead of doing AI, we ended up spending our lives doing curve fitting.”

Ten years ago you'd be ashamed to call anything "AI," and say machine learning if you wanted to be taken seriously, but neural networks have really have brought back the term--and for good reason, given the results.