Isn't It Time for an Artificial Intelligence Reality Check?

If you're getting tired of hearing that "strong AI" is just around the corner, you're not alone. The Stephen Hawkings, Ray Kurzweils, and Elon Musks of the world have been putting humanity on notice with predictions of machines overtaking humans for decades. And every time they're issued, the media jumps on them, because being on the cusp of a new era of intelligent beings is news. What's missing from these confident claims, however, is a realistic assessment of the problems that rank-and-file computer scientists wrestle with every day -- namely, the problem of intelligence. In their single-minded zeal, the futurists assume that a bridge exists between narrow applications of AI and the general intelligence humans possess.