Researchers have made advancements in direct RNA sequencing, allowing for the detection of RNA structure ensembles in a eukaryotic cell. This technology may enable a better understanding of how RNA shape and modifications influence health and disease. The development of new methods and tools, including signal alignment and deep learning techniques, is facilitating the comprehensive mapping of RNA modifications and their interactions.