While she was there, Colbert asked her to join him in singing a classic My Fair Lady tune.
"Sicario" stars Blunt as Kate Macer, an idealistic FBI agent who is enlisted by a government official to aid in a joint task force tracking down an anonymous drug lord.
"Sicario" opens in theatres everywhere Oct. 2.