 Norah Jones explained how "Chasing Pirates" came to be, "About a year ago, I did some demos in my home studio.I had some friends come in and we figured out a cool arrangement for 'Chasing Pirates,' with a cool drum part.It went somewhere I didn't expect it to go, and that became a direction to look in."