Mine occasionally get this too. I think it's some sort of fungus/mildew type of thing.
It seems to happen when the top layer of soil is wet, so I find that watering from the bottom helps. I ignore my houseplants for several weeks, then think "Oh, s**t" and soak the posts in lukewarm water for several hours to re-wet them.
This is probably completely wrong - but my plants seem to like it 