You need some kind of liquid in the airlock. Otherwise it's not an airlock at all.
I use StarSan now. When I first started brewing I was using good, filtered, water. Now, I just put some StarSan in (to the fill level) and don't worry about it. I do like how the StarSan can start off cloudy in the airlock, but it quickly clears once fermentation kicks in.