A Deterministic, Governance-First Decision Intelligence Architecture for High-Stakes AI Systems

AICOS® OS (Artificial Intelligence Control & Oversight System) is a governance-first, deterministic decision intelligence operating system designed for high-stakes environments where accountability, auditability, and human authority are non-negotiable. AICOS® OS is not an AI model, autonomous agent, or decision-making algorithm. It is a Decision Authority Infrastructure that governs how AI-assisted decisions are evaluated, authorized, and recorded. The system enforces Human-Final Authority, Uncertainty-as-Control (AUTO-HOLD), and Deterministic Decision Replay, ensuring that every decision can be reconstructed, audited, and legally attributed to an identifiable human authority. Built to align with U.S. and global regulatory expectations, AICOS® OS embeds governance constraints directly into system architecture rather than treating compliance as an external process. Predictive and analytical AI components may inform decisions, but they are explicitly prohibited from executing or authorizing outcomes. By separating prediction from decision execution and treating uncertainty as a control mechanism, AICOS® OS transforms AI from a probabilistic recommendation tool into a governed, audit-ready decision infrastructure. The architecture is designed for regulated and high-impact domains including fintech, finance, healthcare, energy, defense, and public governance. AICOS® OS introduces Technology Science for Decision Authority, establishing a new architectural paradigm in which AI capability is subordinated to accountability, legality, and human responsibility.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-01-26
DOI
https://doi.org/10.5281/zenodo.18468408
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
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article

A Deterministic, Governance-First Decision Intelligence Architecture for High-Stakes AI Systems

YASIN KALAFATOGLU
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
article

A Deterministic, Governance-First Decision Intelligence Architecture for High-Stakes AI Systems

YASIN KALAFATOGLU
article en

Abstract

AICOS® OS (Artificial Intelligence Control & Oversight System) is a governance-first, deterministic decision intelligence operating system designed for high-stakes environments where accountability, auditability, and human authority are non-negotiable. AICOS® OS is not an AI model, autonomous agent, or decision-making algorithm. It is a Decision Authority Infrastructure that governs how AI-assisted decisions are evaluated, authorized, and recorded. The system enforces Human-Final Authority, Uncertainty-as-Control (AUTO-HOLD), and Deterministic Decision Replay, ensuring that every decision can be reconstructed, audited, and legally attributed to an identifiable human authority. Built to align with U.S. and global regulatory expectations, AICOS® OS embeds governance constraints directly into system architecture rather than treating compliance as an external process. Predictive and analytical AI components may inform decisions, but they are explicitly prohibited from executing or authorizing outcomes. By separating prediction from decision execution and treating uncertainty as a control mechanism, AICOS® OS transforms AI from a probabilistic recommendation tool into a governed, audit-ready decision infrastructure. The architecture is designed for regulated and high-impact domains including fintech, finance, healthcare, energy, defense, and public governance. AICOS® OS introduces Technology Science for Decision Authority, establishing a new architectural paradigm in which AI capability is subordinated to accountability, legality, and human responsibility.

Zenodo (CERN European Organization for Nuclear Research)
Primary HealthCare (MT), Public Risk Management Association (US)
Openalex Percentile: Top 20%
Ethics and Social Impacts of AI
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A Deterministic, Governance-First Decision Intelligence Architecture for High-Stakes AI Systems — YASIN KALAFATOGLU · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS