Here's an example of a picture with just RGB:
This is it's Alpha layer:
In a game like TF2 there are sprays which are imported pictures you can put onto the walls, and it reads alpha layers. A normal untouched alpha layer is all white, showing the whole thing ingame. But if there's black in it, it doesn't appear, giving it a transparent look.