Hey Shane,
No this won’t but if you wire the button to GPIO3 and add
dtoverlay=gpio-shutdown
to /boot/config.txt it will give you a safe shutdown and start up again.
You can find out more about it in the overlay readme search for shutdown and you will find it.
@Josh Told me about this just after I finished writing the tutorial.