Assembling a comprehensive catalog of common human sequence polymorphisms is a key goal of the Human Genome Project. The International SNP Map Working Group has compiled a map of 1.4 million single-nucleotide polymorphisms. What fraction of all human sequence variation is captured in this collection, and what further advances are needed before the map becomes a useful tool for genetic studies?