An estimated $4.7 billion will be spent this year to address the AIDS epidemic in low- and middle-income countries, falling far short of the more than $10.5 billion that will be needed annually by 2005, according to a report released today by the Joint United Nations Programme on HIV/AIDS (UNAIDS).