Alchemical Intelligence

Ali Rahimi, a researcher in artificial intelligence (AI) at Google, took a swipe at his field last December—and received a 40-second ovation for it. Speaking at an AI conference, Rahimi charged that machine learning algorithms, in which computers learn through trial and error, have become a form of “alchemy.” Researchers, he said, do not know why some algorithms work and others don’t. Without deep understanding of the basic tools needed to build and train new algorithms, he says, researchers creating AIs resort to hearsay, like medieval alchemists. Jeff and Anthony are ready for the 24k gold robots.  More Details/Download MP3 →

Doggie Data Care

What can artificial intelligence learn from dogs? Quite a lot, say researchers from the University of Washington and Allen Institute for AI. They recently trained neural networks to interpret and predict the behavior of canines. Their results, they say, show that animals could provide a new source of training data for AI systems — including those used to control robots. Jeff and Anthony learn that you can teach a new bot an old dog’s tricks.  More Details/Download MP3 →