In the modern patent business, the "odds" favor the first party to encounter a particular problem in their field of art. If you're lucky enough to encounter a problem first, you can patent the first obvious solution(s) that come to mind, and effectively own the field later.

This is why nonobviousness was supposed to be a criterion for granting patents, and why we're all worse off now that the USPTO has effectively abandoned it.