The huge asteroid / "dwarf planet" Ceres. I can remember when this was just a bright blob in the strongest telescopes, and people had no real idea what it looked like.
Originally shared by +Boing Boing:
NASA's Dawn spacecraft captures clearest-ever image of “dwarf planet” Ceres. http://boingboing.net/2015/01/27/nasas-dawn-spacecraft-captur.html

That bright dot is the alien base, but they are holding back the enhanced image.
"That's no moon .."
Actually, the bright dot is the alien. He's really big.
I don't think of asteroids as spherical. Size does matter!