Stockfish, which for most top players is their go-to preparation tool, and which won the 2016 TCEC Championship and the 2017 Chess.com Computer Chess Championship, didn’t stand a chance. AlphaZero won the closed-door, 100-game match with 28 wins, 72 draws, and zero losses.
Oh, and it took AlphaZero only four hours to “learn” chess.
“We have always assumed that chess required too much empirical knowledge for a machine to play so well from scratch, with no human knowledge added at all,” Kasparov said. “Of course I’ll be fascinated to see what we can learn about chess from AlphaZero, since that is the great promise of machine learning in general—machines figuring out rules that humans cannot detect. But obviously the implications are wonderful far beyond chess and other games. The ability of a machine to replicate and surpass centuries of human knowledge in complex closed systems is a world-changing tool.”
The progress that DeepMind, and the industry in general, is making in artificial intelligence is breathtaking. Eventually, this feeling of confronting a superior species will become more and more frequent.
The notion of being, for the first time ever, the inferior species is terrifying for most humans. It implies that somebody else can do to us what we do to animals on daily basis. Homo Deus, Yuval Noah Harari new bestseller, drives you to that realization in an amazing way. I can’t recommend it enough.