The St. Petersburg Paradox
The problem
A casino offers a game: a fair coin is flipped until it lands tails. The payout depends on which flip produced the first tails:
| First tails on flip | Probability | Payout |
|---|---|---|
| 1 | \2$ | |
| 2 | \4$ | |
| 3 | \8$ | |
| \2^n$ |
How much should you be willing to pay to play this game once?
Tempting (but wrong)
The instinctive answer is in the \5$20$ range. The reasoning: a fair coin lands tails fast, so most rounds end with a small payout. You'd "probably win 4 or 8 bucks," so pay something in that ballpark.
This treats the game like it has a reasonable typical outcome. The math disagrees in a spectacular way.