You now have a new option when you setup your Adsense ads. The ad blocks can have rounded corners.
Original Square Corners
New Slightly Rounded Corners
New Very Rounded Corners
I would imagine it’ll take a few days for statistics to come out on which of these performs the best overall, and like everything else you’re going to need to test it for yourself to see which does best on your sites.