The song 'Disparity By Design' by Rise Against talks about the unfairness and inequality in society, where the rich and powerful keep the poor and powerless down. The lyrics question the idea of the American Dream and the belief that hard work and playing by the rules will lead to success. It highlights the disparity between the privileged and the underprivileged and calls for just reparation.