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Writing on the work.

Essays on AI governance, audit methodology, and what we keep finding in production systems.

May 14, 2026 · AI governance · framework · model risk · methodology

Operational, Partial, Decorative, Gap: a 4-tier framework for AI systems in production

Every AI system in production lives in one of four states. The state determines what governance work is needed — and what's a waste of time.

May 13, 2026 · vendor due diligence · AI procurement · general counsel · contracts

10 questions every general counsel should ask before signing an AI vendor contract

A practical checklist for evaluating AI vendor agreements. The questions distinguish vendors who can defend their claims from ones who can't.

May 11, 2026 · intro

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Independent AI governance — separating what an AI system actually does from what it's claimed to do.

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