Actually (?), G.I. stands for neither Government Issue, nor General Infantry. Both are folk etymologies -- the real origin of the term is Galvanized Iron, from which army equipment was made in WWI.

Don't believe me? Check Wikipedia: http://en.wikipedia.org/wiki/G.I._(military)

Now you know. And knowing is half the battle.