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.
Federal Reserve Board — Compliance Plan for OMB Memorandum M-25-21
What a central AI register looks like when an institution actually runs one. Staff must document every AI use case and submit it to the AI Program; the Chief AI Officer explicitly approves high-impact uses; and the Board keeps technical controls to terminate noncompliant AI on its own IT resources — the sanctioned/shadow distinction enforced rather than merely asserted.
Topic · Governance, Risk & Compliance
OpenAI — Hugging Face Model-Evaluation Security Incident
OpenAI’s disclosure of a security incident in a Hugging Face model-evaluation workflow — a concrete case of risk inside the AI evaluation pipeline itself, reinforcing why higher-trust tiers require stronger verification and tighter harnessing.
Topic · Governance, Risk & Compliance
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