Comparison between (a) a fully rational decision maker and (b) a decision maker with random beliefs. There are two biased coins. The probability of throwing the first coin is , the probability of throwing the second coin is . The first coin has a probability of for the outcome Head and the second coin has a probability of for Head. The decision-maker has to predict the most likely outcome. A correct guess is rewarded with $1, an incorrect guess yields $0.