Across health, social protection, education, and public services, artificial intelligence is being deployed faster than governance systems can adapt. This gap is especially visible in low- and middle-income contexts, where institutional capacity is already stretched and the consequences of failure are borne disproportionately by vulnerable populations. In response, a familiar set of remedies has emerged:…