Now when I looked my website I saw they had changed the design/layout. Now the thick bottom border is gone and all the box is just a thin line with a colorful Google logo at the corner.
(For the 468x60 Adsense box)
But when I looked now the old style was back, maybe they are testing or alternate between old and new design?