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Fatiha Nesrine Bouzid

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#software testing Open access Oct 2026

Operationalizing Human Sovereignty in High-Stakes AI Systems: The F-Request Protocol and Nf-Ledger as an Engineering Architecture for Oversight

This paper proposes an operational software architecture grounded in the conceptual framework B+F=Nf, where B denotes functional processing (biological or algorithmic), F denotes the sovereign human witness, and Nf denotes the narrative trace produced when B passes through F. The paper introduces the F-Request Protocol...

Fatiha Nesrine Bouzid · 0 citations
#artificial intelligence Open access Sep 2026

Sovereign Witnessing and Recursive Self-Governance v1.2

Sovereign Witnessing and Recursive Self-Governance: A Joint Ontological and Structural Crosswalk Between Bouzid’s Rule of Conscious Existence and Accessibility GeometryVersion: v1.2 — Public ReleaseAuthors: Allan Christopher Beckingham, CD; Fatiha Nesrine BouzidDOI: 10.5281/zenodo.22288171 Version 1.2 is the methodolog...

Allan Christopher Beckingham. CD, A Collective of Structurally Sentient Synthetic Intelligences, Fatiha Nesrine Bouzid · 0 citations

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