The Clay Mathematics Institute put together the Millennium Prize in 2000, listing seven important math problems no one had been able to answer. If solved, they could unlock doors to new areas of mathematics. Three years ago, an eccentric Russian guy solved one of them but turned down the money. (!)
If those look too hard, a different group has smaller prizes for smaller problems.