A good example of bad control points is the following morph.
This was a morph between my brother and me. A total of 38 control points were used to accurately describe the morph. Yet we notice artifacts along the ears. Even though we have more control points, our ears aren't adequately explained. We could add an arbitrary number more of control points, but unless we added one on the two edges of the ears, it wouldn't benefit us much.