Actually, because of a lack of a real commonly agreed upon understanding of what makes general intelligence there is a tiny chance a loner might crack the problem. It's quite unlikely though.

The sewer scenario might happen after the singularity, though, once the core problem is solved and individuals are tinkering away at small projects for various purposes...