To determine the safety and tolerance of hyperimmune anti-HIV intravenous immunoglobulin (HIVIG) and of zidovudine (AZT) in infants with established HIV infection; to get preliminary evidence for the effectiveness of this type of treatment in preventing the advance of disease in HIV infected infants. HIVIG may be an effective agent that either alone or in combination with AZT will prevent progression of clinical disease.