 O'Brien was born in New York City and grew up in Great Neck, Long Island.His mother, Margaret O'Brien, née Owens, was a theater actress, and his father was Joseph O'Brien, one of the original WMCA Good Guys.O'Brien began publishing poetry and criticism in the 1960s.