It's an issue with the Rich Text Editor. You have to insert the image as the very last thing before saving and closing the page you're editing. If you don't access it again, then it'll show up fine. If you do try to access it, then the image will disappear.
If you toggle off the Rich Text Editor (in your profile settings), then this isn't an issue, but you have to manually do the html.