Whether adult humans continue to produce new neurons remains controversial. Here, Durante et al. sampled olfactory neuroepithelium from seven healthy middle-aged people, and used single-cell RNA sequencing and immunohistochemistry to determine cellular heterogeneity and maturation stage. They observed cells from all stages of differentiation, from stem cells to mature neurons, with a surprisingly high 55% of the cells expressing immature markers. These data suggest that the olfactory neuroepithelium is a site of ongoing neurogenesis in adult humans.