ttaylor2258, in the mean time you can use my method to get the network back without rebooting. Open a terminal window, and type:
sudo ifconfig en0 down
You will be prompted to enter your password. Then, hit the up arrow to bring that command back up, and use backspace to change "down" to "up" :
sudo ifconfig en0 up
This turns your ethernet off and then on again, to reset it.
This works for me 100%, I have done it dozens of times. I have not rebooted in weeks. I just leave the terminal window up on my desktop so I can easily do this again when needed.
Also, since you have a new computer, you should call Apple as you should have one year of AppleCare. Just putting something here does not necessarily get their attention, it seems to me this is just for users trying to help each other out. In the past I had a problem with a video card on a used MacBook Pro. That thread had over 500k posts over a few years ! I gave up and sold it. Shortly after that, Apple finally offered a fix. I'm sure they won't be a able to fix this, and they will tell you to do some moronic stuff like reboot, and maybe re-install the OS. But, if more and more people report this it should eventually get their attention. You should also refer them to this thread. On the other hand, if they do have a fix, please post it here.