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AlphaZero was able to defeat all humans and all previous AI's designed for playing Go and Chess, after training for a day.

The most interesting thing here is not that it was able to beat human players, but that it was able to do better than all the human programmers who spent years deliberately designing Go/Chess playing algorithms.

It's a universal algorithm that has outplayed players AND outprogrammed programmers.