Artificial Intelligence is moving faster than I’ve predicted. Go figure! Listen very carefully Cleveland, Tennessee. AlphaZero, or shall we say a game playing AI created by Google’s DeepMind, is learning how to master complex games such as chess within hours now! In Fact, AlphaZero decided to teach itself the complexities of the game of chess and was able to defeat the current world-champion chess program in only four hours. I don’t know about you but when I was a kid, I had to study the intricacies of chess strategy and learn the many openings, middle game, and endgame tactics of chess due to necessity. Learning concepts such as dominating the center of the board, sacrificing pieces to gain position, the four houses defense or the imaginative attacking style of Alexander Alekhine, my favorite chess master by the way, took a lot of brain work.
Let me tell you, people. I have no idea how this machine mastered chess so quickly. It isn’t humanly possible! Well, AlphaZero is superhuman, without a doubt.
Let me put some drama in this column, if you don’t mind. It is December 9, 2017, and a piece of intelligent machinery just figured out a way to self learn the quite complex domain of chess without you or me, quickly. See? Back in 2015 when AlphaZero was using the innovative approach of mixing deep neutral-network machine learning and what is referred to as tree search techniques, many people thought that moving beyond that would take a lot of years. It is now two years later, after AlphaZero learned how to observe humans and engage in a process called reinforcement learning, DeepMind is reaching ridiculous levels of advancement in intelligence.
Look, Moore’s law teaches us that the number of transistors in a circuit doubles every two years on average. Can we now say that the machine is learning, or shall we say getting more intelligent every two years? I don’t know, maybe. Which world are we living in these days anyways? AlphaZero should be named by Time Magazine as the “person” of the year in my opinion. Who, in history, can learn a complex field in four hours? I don’t know anybody, do you?
Let me report on the specifics of AlphaZero’s developments in chess learning, as I understand. This bot is pretty savvy as “he” starts by first playing against a version of himself to eventually discover which move results in the best outcome. Sophisticated play is, with time, tied to the knowledge gained by the machine against the best chess players. Overtime, through continuous success, the machine learns how to make the best move by associating its move behaviors with its rate of success. AlphaZero’s secret to quick mastery is to always play against an opponent who is technically “better” than him. Overtime, this intelligent machine learns to play better chess by self study.
AlphaZero is now learning how to play video games better by trying to beat itself in an attempt to achieve excellence, engaging in critical thinking ties to life outcomes, and competing against the best aren’t just activities that a bot can learn to play better chess. Sooner or later, Google will leverage such developments to sell this technology to the corporate sector.
I wonder what will be AlphaZero’s real challenge! Google’s CEO, in an interview given about a month and a half ago, stated that the future of AI is already here. Some people are even stating that computers are adapting to us rather than us adapting to them! Listen carefully: The future of Google is in Artificial Intelligence, I bet. AlphaZero will only get better not worse. Remember what I once told you: Tomorrow will be nothing like today. We might as well get used to it and start adapting to this crazy reality, we call artificial intelligence. Yesterday we used to talk about IBM’s Watson. Today we speak about DeepMind and AlphaZero. I wonder what we are going to talk about tomorrow.
The world has changed drastically folks. The machine is now learning at jet speeds. How are we going to compete against these data warriors? AlphaZero has mastered chess today. I wonder what he will master tomorrow. This is getting pretty scary.