Read all about it here.
Catch the live-stream here [Bonus! Will I.Am is on before the Mars stuff! And now you know why they have to pay the Russians to put people in orbit].
And no, it probably isn't aliens. My guess is something about finding water erosion that confirms Mars once had flowing rivers (which isn't shocking but is nice to prove).