Agentic Object-Oriented Programming (AOOP) and Asymmetric Agentic Governance (AAG): A Practical Architecture for System Sovereignty

v2.0 integrates FCG theoretical foundations (Fidelity Model F(C,R,T), Fractal Topology L1/L2/L3, Probabilistic TCB bound δ). Dynamic enforcement delegated to Reference Implementation Kernel 10.5281/zenodo.21519849 [ELv2]. The deployment of Large Language Models (LLMs) in enterprise software ecosystems necessitates formal architectural constraints to separate probabilistic inference from deterministic state mutations. We identify Parametric Myopia (PM) as the systemic pathology - locally plausible but globally invalid refactoring - and Architectural Divergence (AD) as its measurable temporal manifestation. This paper proposes Asymmetric Agentic Governance (AAG) within the Agentic Object-Oriented Programming (AOOP) framework. We define a dual topology: a heuristic exploratory phase with read-only access for hypothesis generation, and a strictly bounded mutative phase subject to static and dynamic validation before any state transition. Under explicit Trusted Computing Base (TCB) integrity assumptions, the architecture enforces that outputs from the probabilistic domain cannot deterministically mutate system state without passing (1) static formal checking via AST Solver - YAML constraints compiled to Fragmented MSO to DUTA for O(N) validation via Courcelle's Theorem, and (2) dynamic runtime analysis via seccomp-bpf and eBPF instrumentation. State is defined as a left-fold over a cryptographically immutable event ledger with L2 sealing (HMAC-SHA256 in TEE/KMS) and 2-of-N multi-sig overrides. 46 pages, 8 formal specs. Whitepaper CC BY-SA 4.0 / Spec MIT. System Sovereignty: verifiable, reproducible state execution.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-07-23
DOI
https://doi.org/10.5281/zenodo.21520922
Primary Topic
Multi-Agent Systems and Negotiation
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
preprint

Agentic Object-Oriented Programming (AOOP) and Asymmetric Agentic Governance (AAG): A Practical Architecture for System Sovereignty

J. Jesus Terrazas A.
Zenodo (CERN European Organization for Nuclear Research)
Multi-Agent Systems and Negotiation
preprint

Agentic Object-Oriented Programming (AOOP) and Asymmetric Agentic Governance (AAG): A Practical Architecture for System Sovereignty

J. Jesus Terrazas A.
preprint en

Abstract

v2.0 integrates FCG theoretical foundations (Fidelity Model F(C,R,T), Fractal Topology L1/L2/L3, Probabilistic TCB bound δ). Dynamic enforcement delegated to Reference Implementation Kernel 10.5281/zenodo.21519849 [ELv2]. The deployment of Large Language Models (LLMs) in enterprise software ecosystems necessitates formal architectural constraints to separate probabilistic inference from deterministic state mutations. We identify Parametric Myopia (PM) as the systemic pathology - locally plausible but globally invalid refactoring - and Architectural Divergence (AD) as its measurable temporal manifestation. This paper proposes Asymmetric Agentic Governance (AAG) within the Agentic Object-Oriented Programming (AOOP) framework. We define a dual topology: a heuristic exploratory phase with read-only access for hypothesis generation, and a strictly bounded mutative phase subject to static and dynamic validation before any state transition. Under explicit Trusted Computing Base (TCB) integrity assumptions, the architecture enforces that outputs from the probabilistic domain cannot deterministically mutate system state without passing (1) static formal checking via AST Solver - YAML constraints compiled to Fragmented MSO to DUTA for O(N) validation via Courcelle's Theorem, and (2) dynamic runtime analysis via seccomp-bpf and eBPF instrumentation. State is defined as a left-fold over a cryptographically immutable event ledger with L2 sealing (HMAC-SHA256 in TEE/KMS) and 2-of-N multi-sig overrides. 46 pages, 8 formal specs. Whitepaper CC BY-SA 4.0 / Spec MIT. System Sovereignty: verifiable, reproducible state execution.

Zenodo (CERN European Organization for Nuclear Research)
Life in Land
Multi-Agent Systems and Negotiation
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.