New DNA genotyping and sequencing technologies have recently advanced the possibilities for both mass and individual genomics by several orders of magnitude. The personal genome on DVD, genetic analysis of entire populations, and government DNA databases are but a few of the results of this process. The field is still accelerating, and the related computational challenges are enormous.