The symbol of the new Georgia Aquarium, which is the biggest aquarium in the world. The term can also be used as slang for the aquarium itself.
Person 1: I'm going to ATL this weekend. Is there anything cool there besides Coca-Cola?
Person 2: Man, you should check out the g-fish! They have sharks and baluga whales and cool shit like that.