He later became a reform member of the PCP, and was suspended due to his criticism, being spared from expulsion in view of his many and historical services to the party. He supported Manuel Alegre, the independent Socialist candidate, in the presidential elections of 2006.
He married the notable former PCP militant Zita Seabra and had two daughters: Ana and Rita de Seabra Roseiro de Brito.