 Stevens was appointed as the first chairman of the Australian Atomic Energy Commission (AAEC) in September 1952 to carry out research into atomic energy and enable access to overseas technology and secure technical co-operation.Under his leadership the AAEC established the experimental nuclear reactor at Lucas Heights, New South Wales.For his role he was appointed Knight Commander of the Order of the British Empire.