okay um right mmm it's not letting me advance [Music] okay so let's see how this generalizes to the setting of not just the binary source or not just the the coin flip but something more interesting so here we again have two symbols a and B but become the problem the probabilities aren't one-half anymore instead it's gonna be one-fourth for a and three-fourths for B so B is more likely so we're going to now think about how to generalize ans to this setting and and the way the way it's done is like this so you take all the natural numbers so