Then why don't they get rid of the dang thing?
They are.
What's interesting is that the FairTax would function as an estate/inheritance tax for most people. People who inherit money would have it taxed when they spend it. The "real" value of an inheritance would be reduced by 23%. This wouldn't happen with a flat tax.