No, it is not lying per se, due to the fact that this information is offered from the IRS themselves as a work-around. There is no way to e-file a return with zero income. You can use the above method or mail the return.
The program assumes that if you printed the return, you mailed it. You may return to the program, make the changes, and e-file.
