You actually can if you do it right. Catch is, even a $20 phone is going to take a while - a month or more - to break even, and that doesn't even account for increasing difficulty. The winners are the ones who started early. A further catch is that the few who are making a good profit mining with cheap smartphones are going to keep a secret which coins they're mining so as not to invite a lot of new miners and greatly increase the difficulty.