When agents handle routine work, human responsibility doesn't diminish. It concentrates into higher-stakes review that demands context, authority, and genuine organizational redesign. Without those, oversight becomes decorative.

Production agents across security, coding, and commerce keep converging on one architecture: scoped authority producing artifacts for human review, not autonomous action. The pattern works, until the interaction itself is the product.

AI agents aren't maturing toward peer-like collaboration. They're gaining institutional admissibility as clerks, and the price of admission is forcing organizations to make rules explicit that should have been explicit all along.