The ice cream diet. Itâs a thingâ¦and yes, the creator of the fad says its how to lose weight fast. By eating ice cream. When the good news came out (and continues to come out) that chocolate actually has some pretty significant health benefits, there was a lot of nodding and head-shaking in agreement.