This commentary examines Mazviita Chirimuuta’s The Brain Abstracted through the lens of productive simplification, which balances epistemic, cognitive, and material considerations in experimental practice. I extend her argument by exploring how material and technological constraints – ranging from standardized tools to computational infrastructure – condition which simplification strategies become viable and entrenched. Examples from behavioral and computational neuroscience demonstrate that sim