to kind of survive in our environment and we have this sort of impression that our intelligence in general but we just suck at a lot of tasks okay and in fact a lot of the tasks that computers can do quite well we totally suck at it so there was this idea that you know before alphago if I go 0 etc that humans were the best go player in the world were very very close to the ideal player okay good god alright that you could you could get just a few stones of handicap with idea player and basically beat the idea player two or three stones and you