Researchers have developed a powerful new software toolbox that allows realistic brain models to be trained directly on data. This open-source framework, called JAXLEY, combines the precision of biophysical models with the speed and flexibility of modern machine learning techniques. The study, posted to the bioRxiv preprint server, could be a major step toward faster and more accurate simulations of brain function.