You will live to regret it.
Get an boring machine with a bit the same width as the mortise.

Doing with a power drill with a small bit will take forever.

Check out my videos on YouTube and see how fast we bore holes with a boring machine.
http://www.youtube.com/user/JimRogers117?feature=mhee


Whatever you do, have fun doing it!