PolitiFact did a fact check on the numbers being cited, and found that there is indeed a budget deficit forcast for the end of the fiscal year, and that it is not due to the tax cuts, which won't take effect for another 18 months. Too bad, it certainly made a great rallying cry.
The link
http://politifact.com/...