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Evidence record 7312 · automatically gathered

AI Governance Control Stack for Operational Stability: Achieving Hardened Governance in AI Systems

Artificial intelligence systems are increasingly embedded in high-stakes decision environments, yet many governance approaches focus primarily on policy guidance rather than operational stability mechanisms. As AI deployments scale, organizations require governance architectures capable of maintaining reliable, auditable, and accountable behavior over time. This paper introduces the AI Governance Control Stack for Operational Stability, a layered governance architecture designed to ensure tracea

Record details

Published: 12 March 2026
Source: arXiv
Category: Research
Topics: Regulation · Transparency · Environment
Retrieved: 14 July 2026

source-onlyevidence status

These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.

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How to cite this record

ethics.ai (12 March 2026), “AI Governance Control Stack for Operational Stability: Achieving Hardened Governance in AI Systems,” evidence record 7312, https://ethics.ai/record/7312 (originally published by arXiv).

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