The imitable Charlie Rose interviewed Brian Christian of ‘The Atlantic’ and Richard Waters of ‘Financial Times’ about artificial intelligence about the time of IBM’s Watson:
Brian Christian’s article on A.I. is here. Below is a video (rather dry, but still interesting) from MIT Tech about how artificial intelligence learns: