iOS jailbreak specialist MuscleNerd has apparently already jailbroken the new iPad that launched today, Tweeting a couple of screenshots showing the jailbroken device with Cydia installed.
http://www.macrumors.com/2012/03/16/...on-launch-day/
http://www.macrumors.com/2012/03/16/...on-launch-day/