Not only are tax rates taken in total already flat, but the rich benefit more from government payments than the poor. According to Timothy Noah,
In sum, the best evidence we have shows there is no divide between the taxpaying class and the government-benefit-collecting class. We all belong to the taxpaying class, we all belong to the government-benefit-collecting class, and to the extent anyone gets more government cash than anyone else, it's the rich.