Series: Governance Briefs · Oybek Khodjaev · okhodjaev.com
Each Analytical Note operationalises one or more essays from the Beyond Control: Theory of Limits of AI Governance series against a specific regulatory event, policy development, or institutional pattern. Notes are published in English and Russian.
Published:
| No. |
Title |
Operationalises |
Date |
| 12 |
Minimum Viable Oversight: What governance architecture can still achieve within structural limits. |
Essay 7, 12 |
June 25, 2026 |
| 11 |
Sovereignty Without Infrastructure: The sovereign declaration travels without the material capacity it presupposes. |
Essay 9, 10 |
June 23, 2026 |
| 10 |
The Alignment Ceiling: When AI systems are imported rather than built, the alignment claim travels with them — but the institutional capacity to verify it does not. |
Essay 12, 8 |
June 19, 2026 |
| 9 |
Why Governance Does Not Scale: The structural limits of transposing developed-economy oversight to emerging institutional environments. When deployment scales, the gap between the governance claim and the verification architecture does not remain constant. |
Essay 9 |
June 16, 2026 |
| 8 |
Three Centralisation Architectures: Comparative analysis of three centralisation architectures in Uzbekistan, India (UPI), and Brazil (Pix). The subject is not payment infrastructure. It is how different governance architectures shape the consequences of the same centralising technical mechanism. |
Essay 11 |
June 11, 2026 |
| 7 |
The Procurement Trap: How AI procurement decisions lock in governance architecture before deployment begins. The trap is not a consequence of procurement — it is its built-in structural property. |
Essay 10, 8 |
June 8, 2026 |
| 6 |
The Rollback Problem: AI scoring in Uzbekistan’s financial sector and the non-linear cost of correction. Most systems remain technically reversible long after they have ceased to be institutionally reversible. |
Essay 8, 7 |
June 3, 2026 |
| 5 |
The Incident Gap: Why the absence of incident protocols is itself a governance failure. The deploying institution becomes, by default, the de facto arbiter of what counts as an incident — and that is not a regulatory gap. It is an architectural feature. |
Essays 1–8 |
June 1, 2026 |
| 4 |
Audit Without Access: Behavioural data and the structural limits of AI oversight in Uzbekistan’s financial sector. Even an ideal independent verification body would have no defined access path to the data its work requires under the current QR payment architecture. |
Essay 7, 3 |
May 27, 2026 |
| 3 |
The Conflict of Functions: Who audits the regulator? The structural gap between coordination of AI regulatory proposals and independent oversight of deployed AI systems — and why the current architecture conflates both. |
Essay 3, 6 |
May 25, 2026 |
| 2 |
The Paper Architecture: When AI governance frameworks exist but cannot be enforced. The structural gap between Uzbekistan’s regulatory output and the enforcement architecture needed to make it operational. |
Essay 1, 2, 7, 8, 11 |
May 20, 2026 |
| 1 |
AI in Uzbekistan: A Question of Manageability, Not Implementation: The structural gap between Uzbekistan’s AI regulatory framework and the mechanisms needed to enforce it — and why this window is narrowing faster than in any previous sector. |
Essay 1, 7, 8, 11 |
May 18, 2026 |
Series: Governance Briefs operationalise the Beyond Control framework. Each Analytical Note is grounded in a specific regulatory anchor — a decree, law, or institutional event — and follows a strict five-element pre-publication protocol.
Full essay series: Beyond Control: Theory of Limits of AI Governance
Russian version of this page: Governance Briefs — RU
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.