From Prediction to Understanding: Will AI Foundation Models Transform Brain Science?

Deep-learning approaches using massive data have transformed AI and are reshaping science. We ask when AI foundation models will transform neuroscience, outlining critical success conditions and a shift from prediction to explanation-linking computations to mechanisms of neural activity and cognition.