A pretty common and erroneous mistake people make is thinking that the Army Air Forces was called the Army Air Corps during the war. On June 20th, 1941 the Air Corps was renamed the Army Air Forces. American servicemen started to refer to it as the Air Force, or Army Air Forces, not the Air Corps.