Penney's game: HH versus TH
Asked at Jane Street
A fair coin is flipped repeatedly. You win if HH appears first; I win if TH appears first.
What is the probability that TH beats HH?
Show a hint
Under what circumstances can HH possibly appear before TH? Think about what must precede the first HH if the game didn't start with it.