Policy & Governance Resources
A curated library of frameworks, regulatory documents, case studies, and academic work the author endorses as worthwhile reading for readers of the paper.
U.S. Department of Justice — AI Inventory
A published register in its working form: 315 entries for 2025, up 30.7% in a year, tracking each use case across its full life from pre-deployment through retirement. A concrete answer to what the record actually contains — including what the Department withholds, and why.
Topic · Public Sector
UK Government — Artificial Intelligence Playbook
The UK government’s practical playbook for safe, effective AI adoption across public-sector teams — a strong, concrete comparator for enterprise policy.
Topic · Public Sector
GovAI Coalition — AI Policy Templates & Resources
A reusable, NIST-aligned toolkit — policy template, governance handbook, incident-response plan, and vendor agreement — built by public-sector practitioners for direct adaptation.
Topic · Public Sector
GAO-25-107653 — Generative AI Use at Federal Agencies
A comparative GAO study of generative-AI use and management across 12 federal agencies — a rigorous inventory of how large institutions are actually governing AI.
Topic · Public Sector
CDT — AI in Local Government
The Center for Democracy & Technology’s comparative analysis of AI governance across roughly 20 counties and cities — strong orientation reading on the public-sector layer.
Topic · Public Sector
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