Who Holds the Steering Wheel? A Review of Mamun's "Public–Private Artificial Intelligence, United Nations Reform, and the Sovereignty Stack"

This review examines Dr. Syed Muntasir Mamun’s working paper “Public–Private Artificial Intelligence, United Nations Reform, and the Sovereignty Stack: Capital, Cloud, and Refusal Rights for Base-of-the-Pyramid States” (KSCCN, September 2026). The paper argues that applied artificial intelligence for institutional reform is not mainly a technology or demonstration problem but a question of sovereignty and of the balance of payments: who pays for inference, who owns the traces that public and citizen use leaves behind, and who may refuse a deployment. It adds a cognitive domain, built on the idea of “Hybrid Epistemia”, and a quantum domain concerned with post-quantum cryptography, and organises the whole around a triad of right, responsibility and authority. This review identifies three strengths: the reframing of AI partnerships around three concrete questions of payment, ownership and refusal; the extension of “Epistemia” from individual users to institutions, together with proposed indicators of lost judgment; and the original link between cryptographic authenticity and the ability to refuse or audit a system. It then raises four points for further discussion: the density of terminology drawn from companion papers; the gap between the proposed scoring method and an operational rubric; the breadth of the evidence base; and the costs and trade-offs of refusal. It closes with broader implications for organisations and researchers.