The mechanisms of perception, cognition, and action remain mysterious because they emerge from the real-time interactions of large sets of neurons in densely interconnected, widespread neural circuits. In Nature, researchers propose building technologies to enable comprehensive mapping of neural circuit activity to understand brain function and disease.