The reference human genome assembly is remarkable in its completeness and usefulness in research. However, the range of allelic variation in the human population is not well described by a haploid assembly with a profusion of alternative loci. Homozygous regions and the use of multiple sequencing technologies increasingly have roles in strategies for identifying regulatory and trait-associated variation.