Eventually yes...
And apparently Blackra1n's new Jailbreak will work. But that is uncomfirmed, but since it's the same OS as the iPod/iPhone. I'd say give it a week or so and we'll know for sure.
Even if it does work, it will only work for a short period of time, as the pending OS 4 is to be released this summer (june-ish)