The Future of Machine Intelligence

The Future of Machine Intelligence is a free collection of 10 interviews machine learning experts filed by David Beyer. The interviews explain exactly where we are with the state-of-the-art, the challenges to advanced machine learning, and some of the applications. In the last interview, Oriol Vinyals, a research scientist at Google, describes sequence-to-sequence machine learning, a form of artificial intelligence that has been used to create descriptions of images, and could be used to summarize a 20 minute video into four descriptive sentences. In fact, this summarization ability isn't limited to graphical content: Perhaps five years is pushing it, but the notion of a machine reading a book for comprehension is not too distant. In a similar vein, we should expect to see machines that answer questions by learning from the data, rather than following given rule sets.