Entering in the 2010s, Stamp appeared in "The Adjustment Bureau" (2011), an American romantic science fiction thriller film loosely based on the Philip K. Dick short story, "Adjustment Team", opposite Matt Damon. In 2012, Stamp appeared in the Peter Serafinowicz-directed music video for the Hot Chip song "Night & Day", portrayed a grumpy husband called Arthur in Paul Andrew Williams' "Song for Marion" (2012), opposite Gemma Arterton and a heist comedy "The Art of the Steal" (2013), with Kurt Russell, Matt Dillon and Jay Baruchel.