Is Big Data Taking Us Closer to the Deeper Questions in Artificial Intelligence?

Gary Marcus, Edge, May 04, 2016
Commentary by Stephen Downes

It's easy to get excited about thee potential for big data and deep learning in artificial intelligence, but as Gary Marcus argues in this item, we are still a long way from the goal. Even a one-year old child is further ahead than a robot with it comes to doing things like climbing couches. Machine reading and comprehension is a long way from what humans can do. Siri is not really much of an advance over ELIZA. We should look again at psychology, argues Marcus. "I felt like the field had lost its way," he says. "The field started with these questions. Marvin Minsky, John McCarthy, Allen Newell, Herb Simon, those guys were interested in psychology. The work that's being done now doesn't connect with psychology that much." True, but we have to be careful to assess what it is we think psychology tells us. Do we really recognize a cat by the way it walks? Are we really able to create an infinite number of sentences? Do we mean the same thing when we use words? Do we really have beliefs? 

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