Dominique's discovery of Alain Bashung's dark 2002 album, L'Imprudence shocked him to the point that it put his music into question and he decided to explore different ways of working.
In March 2006, L'Horizon came out, a new work that he produced alongside Dominique Brusson, with whom he had made the early album, Remué.