legal_gov · APA Section 706 · SSA regulations · Due Process Clause
Government Benefits / Social Security
Due process requires explainable denial — Goldberg v Kelly extended to AI era
—EU AI Act Annex III — essential services
Regulatory exposure — commonly overlooked:
States using vendor benefits AI — state owns constitutional violation, vendor owns contract cap. · Multinationals built for one jurisdiction fail exams in another — one receipt architecture, many filing packs.
TAM / Exposure
100M+ benefits recipients US · algorithmic denial litigation
Insurance lines
Municipal liability · Fidelity
Exhibit authority
Global External Validation — Benefits Eligibility Algorithm Audit Pack
Global leaders
SSA · CMS · UK DWP · ACLU · EU Commission · ISO · NIST · OECD
AFDC legacy
Automated denial without hearing = procedural due process violation — receipt enables hearing.
EU FRIA
Fundamental rights impact assessment required for public benefits AI — Exhibit pack maps to FRIA.
Medicaid unwinding
AI re-determination errors affected 20M+ — class actions forming.