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Matt Reeves, the director of "The Batman," collaborated with Michael Giacchino on the film's score. Giacchino is a renowned composer known for his work on numerous films, including "The Incredibles," "Ratatouille," and "Up." His collaboration with Reeves on "The Batman" resulted in a critically acclaimed score that perfectly captured the film's dark and atmospheric tone.