a long time the the go system that was produced by deep mine and the one that was produced by Facebook a little bit later I can I know the numbers for Facebook because they published and also they're my friends this takes about 20 million of self play games to to reach super human performance running on 2003 P news for two weeks this is a lot of games mortal games that any humans can play go yes go is complicated and Starcraft so this is a recent the paper actually just appeared last week but the results have