The spread of AIDS in Africa was dramatically underestimated by the World Health Organization (WHO), whose computer models assumed that the probability of infection increased with the number of sexual contacts, independent of the number of sexual partners. But ten contacts with one partner lead to a much lower chance of infection than one contact with ten different partners.