Analysis
Analytical notes on AI governance events, institutional signals, and structural developments as they occur.
These pieces are not part of the Beyond Control series. They apply the series’ analytical framework to specific documents, decisions, and moments that warrant structural examination.
A Pause You Cannot Enforce
On June 4, 2026, Anthropic published ‘When AI Builds Itself’ — disclosing that most of its production code is now written by its own model and proposing a globally coordinated pause on frontier AI development. The proposal diagnoses the trajectory with precision. It does not explain why the proposed remedy is structurally unavailable, or what the pause debate means for the nations that will be bound by a decision made in their absence. An open letter to the consumer nations of artificial intelligence.
June 18, 2026. Read Analysis →
Russian-language version available
When the Center Speaks for the Periphery: AI Governance and the Limits of Moral Declaration
On May 15, 2026, Pope Leo XIV released Magnifica Humanitas — the first encyclical in the tradition of Catholic social teaching to address artificial intelligence directly. This is not a theological event. It is an institutional intervention in a contest over normative authority, arriving at the precise moment when that contest can still be shifted before infrastructure decisions harden into irreversibility. A structural reading from the periphery.
June 2, 2026. Read Analysis →
Russian-language version available
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Oybek Khodjaev — over 35 years of experience in banking, finance, public administration, and business in Uzbekistan and the CIS. Author of the essay series “Beyond Control: Theory of Limits of AI Governance.” okhodjaev.com
The author advises public institutions and financial organisations on AI governance, verification frameworks, and institutional readiness.