In the St Petersburg game, you keep on tossing a coin until you get heads, and you get a payoff of 2n units (e.g, 2n days of fun) if you tossed n tails. Your expected payoff is:
- (1/2) ⋅ 1 + (1/4) ⋅ 2 + (1/8) ⋅ 4 + ⋯ = ∞.
This infinite payoff leads to a variety of paradoxes (e.g., this).
But note that the infinite payoff is by itself paradoxical. If the expected payoff is infinite, it seems that it’s worth being tortured for a decade by the most effective torturers in the world for the sake of playing the game. And yet this is paradoxical!
However, the paradox here is not actually a paradox of infinity. For there will be some cut-off version of the game—a version where you get to toss the coin some predetermined finite number of times and if you don’t get to heads then you get nothing—where the value of the cut-off game exceeds the disvalue of the decade of torture. And it’s even more paradoxical to think that in the cut-off game it makes sense to pay that much to play, since the cut-off game is dominated by the infinite game.
This line of thought supports Monton’s thesis that we should neglect small probabilities.