Darwin was famously concerned that the sudden appearance and rapid diversification of flowering plants in the mid-Cretaceous could not have occurred by gradual change. Here, we review our attempts to resolve the relationships among the major seed plant groups, i.e., cycads, ginkgo, conifers, gnetophytes, and flowering plants, and to provide a pipeline in which these relationships can be used as a platform for identifying genes of functional importance in plant diversification. Using complete gene sets and unigenes from 16 plant species, genes with positive partitioned Bremer support at major nodes were used to identify overrepresented gene ontology (GO) terms. Posttranscriptional silencing via RNA interference (RNAi) was overrepresented at several major nodes, including between monocots and dicots during early angiosperm divergence. One of these genes, RNA-dependent RNA polymerase 6, is required for the biogenesis of trans-acting small interfering RNA (tasiRNA), confers heteroblasty and organ polarity, and restricts maternal specification of the germline. Processing of small RNA and transfer between neighboring cells underlies these roles and may have contributed to distinct mutant phenotypes in plants, and in particular in the early split of the monocots and eudicots.