Problems
Riddles and quant interview puzzles. Each one has a tempting wrong answer and the right one.
- The Monty Hall problem
Three doors, one prize. Should you switch?
- The Birthday Paradox
How few people do you need in a room before two share a birthday?
- The False Positive Paradox
A 99% accurate test says you have a rare disease. How worried should you be?
- Penney's Game
You and a friend each pick a sequence of three coin flips. Yours is HHH. Whose pattern shows up first?
- The Secretary Problem
Hire one person from 100 candidates, one at a time, no callbacks. What's the optimal strategy?
- Two Eggs, 100 Floors
Find the highest floor an egg survives — but you only have two.
- The Flashlight and Eight Batteries
Half your batteries are dead. How few trials to guarantee a working flashlight?
- 16 Eggs and a Balance Scale
One egg is heavier. With only a balance scale, how few weighings do you need?
- The Airplane Seating Problem
100 passengers board a plane. The first one is drunk and sits randomly. What's the probability the last passenger gets their assigned seat?
- The Country That Wanted More Boys
Every family keeps having children until they have a son, then stops. What happens to the boy-to-girl ratio?
- Ants on a Stick
Ants walk along a meter-long stick. When two meet, they reverse. How long until they all fall off?
- The Coupon Collector
Cereal boxes hide one of n coupons at random. How many boxes do you expect to buy before collecting them all?
- The King's Poisoned Wine
1000 bottles, exactly one is poisoned. You have 24 hours and a few prisoners. How few?
- 100 Prisoners and 100 Boxes
Each prisoner can open 50 of 100 boxes. They must all find their own number. Can they survive?
- The Two Children Paradox
I have two children. At least one is a boy. What's the probability both are boys?
- The Broken Stick
Snap a stick at two random points. What's the probability the three pieces form a triangle?
- Wait for HH vs HT
Flip a coin until you see HH. Or HT. Same expected time, right?
- The Pirate Gold Problem
Five rational pirates divide 100 gold coins. What does the most senior pirate keep?
- The St. Petersburg Paradox
A casino offers a game with infinite expected value. How much would you pay?
- The Drunkard and the Bird
A random walker takes one step at a time in a uniformly random direction. Do they always come home?
- The Ant on a Cube
An ant walks randomly along the edges of a cube. How many steps to the opposite corner?
- A Fair Coin from a Biased One
Your only coin is biased and you don't know by how much. Can you still simulate a perfect 50/50?
- Bertrand's Ballot Problem
A wins a 7-3 election. Votes are counted in random order. What's the probability A leads the entire count?
- Three Random Points on a Circle
Pick three uniformly random points on a circle. What's the probability the triangle they form is acute?
- Russian Roulette — Spin or Not?
Two consecutive bullets in a six-shooter. After an empty click, should you spin before your turn?
- The Drunk Hat-Checker
N people check their hats. The clerk returns them at random. What's the probability nobody gets their own?
- Four People, One Flashlight
Four people need to cross a bridge in 17 minutes. Only two can cross at once, and they need the only flashlight.
- Two Ropes, Forty-Five Minutes
Two ropes each burn for an hour, but unevenly. Measure exactly 45 minutes.
- The Fly and Two Trains
Two trains approach each other. A fly bounces between them until they collide. How far does the fly travel?
- 100 Coins, Blindfolded
100 coins on a table, 10 are heads up. You're blindfolded. Split them into two piles with equal heads.
- The Couples Handshake Problem
Five couples at a party. The host asks nine guests how many hands they shook and gets nine distinct numbers.
- Brothers and Sisters
Tom has the same number of brothers as sisters. His sister Jane has twice as many brothers as sisters. How many children?
- Three Switches and One Bulb
Three switches outside a sealed room, one controls the bulb. You may enter only once. Identify it.
- Cheryl's Birthday
Albert knows the month, Bernard knows the day. From their statements alone, find Cheryl's birthday.
- Camels and Bananas
3000 bananas, a camel that eats one per mile, and 1000 miles to the market. How many arrive?
- The 100 Lockers
100 students toggle 100 lockers at intervals. Which lockers are open at the end?
- The Party of Six
In any group of six people, there must be three who are all mutual friends or three who are all mutual strangers.
- The Chocolate Bar
Break an n×m chocolate bar into individual squares. What's the minimum number of breaks?
- The Kelly Criterion
A coin lands heads 60% of the time. You can bet any fraction of your bankroll. What fraction maximizes long-term growth?
- Gambler's Ruin
A fair coin, a small bankroll, and a deep-pocketed casino. What's your probability of breaking the house?
- Parrondo's Paradox
Two losing games. Alternated correctly, they become a winning strategy.
- Volatility Drag
A stock goes up 50% then down 50%. Average return is zero. What's your actual return?
- Lump Sum vs Dollar-Cost Averaging
You have $12,000 to invest. Buy all today, or drip $1,000 per month for a year. Which usually wins?
- The Will Rogers Effect
Can moving one person between two groups raise the average of both groups simultaneously?
- Simpson's Paradox
Hospital A has a higher overall survival rate. Hospital B is better at treating *both* mild and severe cases. Which hospital should you choose?
- Keynes's Beauty Contest
Pick a number 0-100. Whoever's closest to two-thirds of the average wins. What do you pick?
- The Allais Paradox
Two pairs of gambles. The choice most people make is mathematically inconsistent — and reveals something deep about utility.
- Reservoir Sampling
A stream of items of unknown length. Pick one uniformly at random — using one slot of memory.
- The German Tank Problem
Captured tanks have serial numbers 14, 37, 89, 156, 209. How many tanks does Germany have?
- Buffon's Needle
Drop a needle on a floor of parallel lines. The probability it crosses a line involves π — and π appears in a problem with no circles.