Researchers have revealed the structural underpinnings of memory formation across a broad network of neurons in the mouse brain. This work sheds light on the fundamentally flexible nature of how memories are made, detailing learning-related changes at the cellular and subcellular levels with unprecedented resolution. Understanding this flexibility may help explain why memory and learning processes sometimes go awry.