Caseworker Copilots with Due Process

Projection: Public-benefit staff could use assistance that cites governing rules, separates facts from uncertainty, checks eligibility, and preserves the evidence needed for an appeal. Regulation and multilingual capability support components, not due process. Agency deployments must improve case quality while keeping reasons and human review reachable to residents.