Kenneth Bernoska

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Moreover, because the opening moves are more routine to players than positions they may encounter later on, humans can rely on centuries’ worth of experience to pick the best moves. Although there are theoretically twenty moves that white might play to open the game, more than 98 percent of competitive chess games begin with one of the best four.
The Signal and the Noise: Why So Many Predictions Fail-but Some Don't
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