Look at the page 498 of curriculum describing the example of a casino gambling.
What I am really confused about is the variance of the game’s expected return. Why would the standard deviation drops from the original 99.96% to 0.09996% after play 1 million times? Isn’t it supposed to be the same as each play is independent?