If you're interested in browsing everything, try RSS. That way, you don't have to worry about looking at the same thing twice. Just scroll through until a title sounds interesting. That's what I do. The number of submissions might actually seem more vast than it is, because it's not like the "new" page is hiding everything that was there last time you visited.