Maintaining interest in the late game is ALWAYS the hardest part.
Just look at Civilization. Just read the Civilization's fora, and see the huge number of posts about "late-game tediousness".

I agree, though, that GA gave a nice set of objectives to do while the game went forward, while pure conquest start to become somehow boring at the end.