When someone makes a comment on one of your media entries, you will see a notification in your top panel. Clicking "mark all read" should make this go away, but it doesn't.
Looks like there's a bug at
mediagoblin.notifications.mark_comment_notifications_seen where the
GenericModelReference query returns no results. Line 79 of init.py.