In a paper published in the journal Nature Ecology and Evolution, Nicholas Ouellette, associate professor of civil and environmental engineering found that mated pairs of birds are loyal to each other and not to the group as a whole which has implications for the flight of the entire flock. In the future of autonomous vehicles based on conventional group behavior , Ouellete says, changes will need to be made by scientists and engineers for vehicle behavior of different species/makers.