Epistemic resources, including concepts, categories, and metrics, are invented regularly. Yet this process of epistemic innovation has not been recognized in responsible (RI) scholarship. I argue that it should be: can foster central goals RI, anticipatory governance alignment with the goal justice. An RI framework help direct evaluate innovation, as shown three examples communities adjacent to...