I've heard it both ways. I can't remember who said it, maybe Vinnie, but whoever it was said that the insanely large novelty bottles age better than typical bottles of the same batch.
I would worry more about oxidation than infection. It's easy to keep stuff clean and sanitary, harder to keep out O2.
Sounds like a good long term experiment.