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Other literature type . 2026
License: CC BY NC ND
Data sources: Datacite
ZENODO
Other literature type . 2026
License: CC BY NC ND
Data sources: Datacite
ZENODO
Other literature type . 2026
License: CC BY NC ND
Data sources: Datacite
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Field Guard Stability Certificate and White Paper — REAL-E3 Systems (WP-FG-002)

Authors: Foster, James;

Field Guard Stability Certificate and White Paper — REAL-E3 Systems (WP-FG-002)

Abstract

Finnish patent application no. 20265235, filed 11.03.2026, REAL E3 Systems Oy. Field Guard is a mathematically certified stability layer for conversational AI governance systems, developed by REAL E3 Systems Oy (Finland, 2026). This record contains two documents: Stabilizer Core Certificate v3.0 — a formal ISS (Input-to-State Stability) certificate establishing bounded state admissibility via a normal-matrix Lyapunov construction. The analytic contraction argument closes cleanly using a rotation-scaling matrix variant that makes the Lyapunov matrix proportional to identity (P = 20I), eliminating norm consistency gaps entirely. Independently reviewed and verified. White Paper WP-FG-002 — full mathematical exposition of the Field Guard stability architecture, including spectral radius analysis, contraction proof, and ISS gain bounds. Integration Example: Field Guard sits between LLM output and system state in a conversational AI deployment. The 6D control vector governs activation, coherence, grounding, boundary enforcement, action readiness, and pace. Field Guard certifies that this vector remains within provably safe bounds at every transition. State admissibility is established — authority validation at irreversible execution boundaries is the next architectural layer. Scope: Field Guard v1 governs state stability. It does not currently implement authority re-validation at execution boundaries. That is an explicitly scoped next layer. Independently reviewed by Gregor Wegener, Independent Systems Architecture Analyst (AI Infrastructure Efficiency, Runtime Coherence & Agentic Systems Diagnostics).

Field Guard and REAL-E3 are proprietary systems of REAL E3 Systems Oy, Finland. This document discloses the mathematical stability certificate for independent verification purposes only. The harness implementation code, state extraction methodology, and REAL-E3 internal architecture are proprietary and not disclosed. Publication does not constitute a licence to implement, reproduce, or deploy Field Guard or any component of the REAL-E3 architecture. Licensing enquiries: info@real-e3systems.com

Keywords

Input-to-State Stability, ISS, contraction theory, EU AI Act, control theory, AI governance, Field Guard, REAL-E3, discrete-time systems, Lyapunov stability, stability certificate, multi-agent systems, systems theory, conversational AI

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
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