I would say that we should start by critiquing the implicit claim by Google, Facebook, Waymo, and others that new means of computational statistical analysis can serve as a reasonable replacement for human intuition and judgment. Turns out some of the world’s most valuable companies are betting on lots of poor assumptions and easily-gamed algorithms, and we’re just starting to see the fallout of our failure to call BS on the ever-louder hype machine.

I certainly agree that deep learning has delivered some impressive results, but the acceptance by VCs and the media that his new wave of AI will bring a revolution in Internet time to established real-world infrastructure and processes is a major failure of basic critical thinking on a broad scale.