For a serious math oddity, though, how about the St. Petersburg Paradox:
You pay a flat fee to enter a lottery where a fair coin is flipped repeatedly until a tails appears, thus ending the game. The pot starts at $1, and the pot doubles every time a heads appears. You win whatever is in the pot once the game ends. For example, if the first flip is tails, then you win $1. If you gets heads and then tails, you win $2. Heads, heads, tails = $4. Heads, heads, heads, tails = $8. And so on. So the question is how much should you be willing to pay to enter this lottery?
To determine this, you need to find the expected payout. The expected value is found by taking the probability of each outcome, multiplying that probability by what you would win, and adding all the probability payoffs together. In other words, there's a 1/2 chance that you will get tails on the first flip, thus getting $1. There's a 1/4 chance that you will get heads on the first flip and tails on the second, thus getting $2. The chance decreases as you continue the string of getting heads in a row, but that's compensated by doubling the pot. So mathematically, that's expressed as the following:
E(x) = (1/2 x 1) + (1/4 x 2) + (1/8 x 4) + (1/16 x 8) + (1/32 x 16) + ...
Once you get far out there, the chances of getting that payoff are very miniscule, but it's compensated for by the enormous payoff. As you can see from simplifying the math above, there's an interesting pattern:
E(x) = 1/2 + 1/2 + 1/2 + 1/2 + 1/2 + ...
This mathematical expression converges to infinity, meaning that if you keep adding 1/2 forever, so the total will keep growing without ever stopping. So we see that the expected earnings of the St. Petersburg Paradox is an infinite amount. Thus, you should be willing to spend everything you have on this game, because your probable earnings are infinite. Would you be willing to risk everything? Mathematically, it seems that you should!
Note: the math here is correct (unless I mistyped something), but obviously something doesn't seem right here because who do you know would actually be willing to risk everything? There are answers to explain this paradox (some more mathematical than others), but it's nonetheless a cool mathematical oddity that I thought people would enjoy.