Mixing Manual Human Effort with the Power of Machine Learning

I really enjoy watching David Brooks and Mark Shields engage in a civil discussion of the week's news on the Friday broadcast of the PBS News Hour . While I don't always agree with David Brooks' politics, I do think he presents some very rational and pressing arguments in his work (his recent column on weed aside). In today's New York Times, Brooks critiques our heightened love of machines and the use of automation to replace human dependent tasks like driving cars or picking stocks. Brooks makes the point that even in this age of rapidly expanding technology, there are certain human activities that machines just can't replicate. Brooks is certainly right on some fronts. But maybe the question isn't a dichotomous one -- machine vs. human? Perhaps, as I've seen in my own recent work with a team of computer science colleagues , it's about using machines to enhance human efforts. Relying on techniques from the world of artificial intelligence (e.g., aut...