Editorial note
Essays, briefings, and policy notes for institutional readers.
A selective archive for policymakers, institutional leaders, and editors — fewer pieces, clearer stakes, more room to think.
Original writing / commentary
A compact framework for moving from scattered pilots to measurable, governed adoption with clear accountability.
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Scaling amplifies whatever your operating model already rewards — including fragility.
Original archive
AI Governance
Capacity before compliance: why AI policy fails when institutions cannot evaluate what they regulate.
