Curated Knowledge Base

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.

Framework

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

Templates

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

Academic

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

Academic

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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