Looks like he's using a Nano, which has an on-board regulator. But, you're dreaming if you think what you're going to get is 12V. 
More like 10-15V, bouncing around all over the place (but generally around 13-14V) at runtime. But, that's technically within the limits of the regulator on the Nano.