After living on Sakaar as it's rulers, Hulk and Black Widow have decided to stay there for a while and help Sly Cooper find a way back to his universe. It is then that Fury, one of the Four Horsemen Of The Apocalypse, tells them that Thanos is heading for Earth and the Infinity Gems need to be gathered in order to defeat him.
