What question did this study set out to answer?

This paper aims to connect specific architectural capabilities to recognized technical gaps in AI governance.

April 7, 2026Open Access

From Frameworks to Proof: The Architecture That Closes the Gaps in AI Governance : A Companion to Governing Intelligence (2026)

Key Points

This paper aims to connect specific architectural capabilities to recognized technical gaps in AI governance.
Maps fourteen documented technical gaps to architectural capabilities within the Y.I.N. Mazari Architecture Portfolio.
Frames each gap as defined by Noah M. Kenney, followed by the results of the proposed architecture.
Identifies specific architectural solutions that address each documented gap in AI governance.
No implementation mechanism is provided, focusing solely on architecture outcomes.

Abstract

This companion paper maps fourteen categories of documented technical gap from Noah M. Kenney's Governing Intelligence (2026) to specific architectural capabilities within the Y.I.N. Mazari Architecture Portfolio. Each section states the problem as Kenney frames it, then states the outcome the architecture produces. No implementation mechanism is disclosed. The architecture is protected by 40 USPTO provisional filings covering 4,300+ claims with priority date November 23, 2025.

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Cite This Study

Ilyes Tarik MAZARI (Sun,) studied this question.

synapsesocial.com/papers/69d49fa9b33cc4c35a2281f2 https://doi.org/https://doi.org/10.5281/zenodo.19423922

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