Strategic Governance Runtime: A Control-Plane Architecture for Accountable Autonomous AI

AI systems increasingly select and execute actions in non-stationary, partially observable, and high-consequence environments. This technical report presents Strategic Governance Runtime (SRG), a model-agnostic control-plane architecture that mediates proposed actions before execution through policy vetoes, time-aware state, adaptive thresholds, operating modes, outcome attribution, scoped authority and delegation, and decision artifacts. An artifact audit of the public TypeScript prototype at commit 71ff12c2f38baec40adbe5cb8aede2b78aa84392 found that all 194 unit tests pass, while the audited snapshot does not type-check or build and lacks reproducible benchmark evidence. The report therefore characterizes SRG as a research prototype, specifies required assurance invariants, and defines a reproducible validation agenda. This manuscript has not been peer reviewed.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-04
DOI
https://doi.org/10.5281/zenodo.22288756
Primary Topic
Access Control and Trust
Type
preprint
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Strategic Governance Runtime: A Control-Plane Architecture for Accountable Autonomous AI

Mohammed Mazyad Alkhaldi
Zenodo (CERN European Organization for Nuclear Research)
Access Control and Trust
preprint

Strategic Governance Runtime: A Control-Plane Architecture for Accountable Autonomous AI

Mohammed Mazyad Alkhaldi
preprint en

Abstract

AI systems increasingly select and execute actions in non-stationary, partially observable, and high-consequence environments. This technical report presents Strategic Governance Runtime (SRG), a model-agnostic control-plane architecture that mediates proposed actions before execution through policy vetoes, time-aware state, adaptive thresholds, operating modes, outcome attribution, scoped authority and delegation, and decision artifacts. An artifact audit of the public TypeScript prototype at commit 71ff12c2f38baec40adbe5cb8aede2b78aa84392 found that all 194 unit tests pass, while the audited snapshot does not type-check or build and lacks reproducible benchmark evidence. The report therefore characterizes SRG as a research prototype, specifies required assurance invariants, and defines a reproducible validation agenda. This manuscript has not been peer reviewed.

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Access Control and Trust
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