The article reflects on the impact of single-cell transcriptomics in biology and medicine. Topics include technical advancements in RNA sequencing (RNA-seq) of single cells, cellular responses to stimulation and the stochastic nature of transcription and challenges in single-cell transcriptomics. It also discusses the implications of single-cell transcriptomics on gene regulation and cellular inference.