Riding lying down is better for aerodynamics, Charles Mochet has been saying this for over 80 years, and it's not Paul Morand (is it him?) riding his velocar, during the Paris Limoges 1933 (is it this race?), who would say otherwise when seeing this unpublished photo.
Paul Morand's velocar, a recumbent bicycle in 1933