Transferred with his unit to Oran, Carcassonne was demobilized on 28 August 1940 and sought immediately, with his brother Pierre Carcassonne, to go to England via Gibraltar.
He then organized, with the help of his brother Pierre and some friends, including Captain Louis Jobelot, a group which was devoted to producing discrete propaganda and tried to gather everyone possible.