The R-M512 haplogroup is significant in human genetic history because it is a branch of the R1b haplogroup, which is one of the most common paternal lineages in Western Europe. This haplogroup is believed to have originated in the Near East and spread into Europe during the Neolithic period, playing a key role in the genetic ancestry of many modern European populations.