Nature Reviews Neuroscience, Published online: 07 July 2026; doi:10.1038/s41583-026-01069-7 Training on brain–computer interfaces is shown to be markedly improved by using real-time reinforcement feedback instead of relying only on sensory feedback, which can be impaired in users of these devices.