The Inspiration behind our Death of a Black Hole T-Shirt

What happens when two black holes cross paths? The main question behind the design of our Death of a Black Hole T-shirt. Do they merge into one gargantuan black hole? Does one devour the other until it ceases to exist? Many scientists and astronomers seem to have to come up with a strong theory on the matter.