Automation + AI Rethinking the Loop: Encircling Public Benefits AI with Human Oversight A report that defines what effective “human oversight” of AI looks like in public benefits delivery and offers practical guidance for ensuring accountability, equity, and trust in algorithmic systems. Center for Democracy and Technology (CDT)2025