Neural networks are a powerful new tool for cosmologists to disentangle the effects of dark matter and dark energy. By training neural networks on computer simulations, cosmologists can teach them to identify the patterns in data that are associated with different dark matter and dark energy models. Once trained, neural networks can be used to analyze real observations of the universe, which could lead to new discoveries about the nature of these mysterious substances.