New York Times columnist Kyle Buchanan reports as much in his new book, Blood, Sweat & Chrome: The Wild And True Story Of Mad Max: Fury Road.
In the book, he writes that tensions between Theron and Hardy – who were playing the two main characters in the film, Imperator Furiosa and Max – came to blows one day when Hardy was two hours late to set.