The Sovereign Architecture: A Trifold Framework for Axiomatic AI Governance and Autonomous Treasury Systems
Year: 2026
Type: article
Abstract: SQUIRL OS RESEARCH DISCLOSURE — READ FIRST: This record is part of an open-book, AI-assisted research program published under an audit-and-correction doctrine. Every record is audited; errors are corrected only through disclosed, versioned amendments (original versions preserved in the version history). Audit ledger and correction receipts: github.com/LLong2026/squirrel-os-lindy-test. This material is a prototype, provided for educational and research purposes only; it is not intended for production use, commercial deployment, or safety-critical environments. Abstract As of April 2026, the global AI landscape is encountering a "Trust Wall," where 74% of enterprises cite inaccuracy and opaque "Black Box" logic as barriers to autonomous deployment [1.1]. This paper presents a "Great Reset" of the AI stack, moving from the probabilistic uncertainty of Shannon-based prediction to the deterministic certainty of Axiomatic Construction. By engraining a "Digital Constitution" into the manifold architecture, we provide a mathematically verified alternative to the "Skynet" trajectory of unconstrained scaling.
Author: Long, Leon Calvin II
Language: English
Subfield: Safety Research
Field: Social Sciences
Domain: Social Sciences
Open Access status: green
OpenAlex ID: W7151250883
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