When Israel invaded Lebanon in 1982, he moved to Cuba, at that time in dispute with the U.S. and subject to an embargo. Terpil worked for the General Intelligence Directorate, trying to persuade CIA agents to defect, though he was not ideologically aligned with the government. Terpil and fugitive Robert Vesco joined forces and offered their network of contacts to the Cuban government.