Alves supported fractionism, opposing Neto's foreign policy of nonalignment, evolutionary socialism, and multiracialism. Alves favored stronger relations with the Soviet Union, which he wanted to grant military bases in Angola. He represented the MPLA at the 25th Congress of the Communist Party of the Soviet Union in February 1976.