"Save for Web" is the way to do it, as H3AdBaBy said. A jpg is compressed even more once it is functioning in its compressed format. When Photoshop shows something as being 200K as a jpg, it will be considerably smaller once its actually saved in its jpg format. "Save for Web" will show you that optimized file size correctly.