HEPE Paper — LaTeX Source + Regulatory Positioning (arXiv cs.SY submission package)

Erich Steurer; Sven Braunholz

doi:10.5281/zenodo.21936014

August 14, 2026Open Access

HEPE Paper — LaTeX Source + Regulatory Positioning (arXiv cs.SY submission package)

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Key Points

To introduce a mathematically stable, multi-layer AI governance framework enforced by hardware constraints and evaluate its alignment with major global regulatory standards.
Constructed a multi-layer AI governance framework (HEPE) incorporating Lyapunov stability conditions and hardware-level bypass impossibility mechanisms.
Performed structural regulatory mapping against the EU AI Act (Article 14), NIST AI RMF 2.0, NATO AEP-101, and ISO/IEC 42001:2023 standards.
Provided open-access companion resources including a 16-state dataset and terminology manifesto.
Formulated theoretical proofs for Lyapunov stability across multi-layer governance states with hardware-guaranteed bypass prevention.
Established systematic compliance mapping across European, international, and defense AI safety and risk management frameworks.

Implication

Systems analysis demonstrates Lyapunov-stable multi-layer AI governance with hardware-enforced bypass prevention, indicating robust alignment with major international AI safety regulations.

Abstract

LaTeX source for arXiv paper 'HEPE: Lyapunov-Stable Multi-Layer AI Governance with Hardware-Enforced Bypass Impossibility' (primary category cs.SY, cross cs.AI + cs.LO). Includes full regulatory positioning document: EU AI Act Art.14 structural compliance analysis, NIST AI RMF 2.0 comment, NATO AEP-101 alignment, ISO/IEC 42001:2023 evidence framework. Companion: Zenodo 10.5281/zenodo.21935564 (16-state dataset) and 10.5281/zenodo.21935843 (terminology manifesto).

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Cite This Study

Steurer et al. (2026) studied this question.

synapsesocial.com/papers/6a817a33f2fb91fc834adedd https://doi.org/10.5281/zenodo.21936014

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HEPE Paper — LaTeX Source + Regulatory Positioning (arXiv cs.SY submission package)

Key Points

Implication

Abstract

Discussion

Cite This Study

HEPE Paper — LaTeX Source + Regulatory Positioning (arXiv cs.SY submission package)

Key Points

Implication

Abstract

Discussion

Cite This Study

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