EHOX Governance Terminology Manifesto — New Concepts for Hardware-Grounded AI Governance (SUG · GPB · HGT · BPD · HEPE-V)

Formal definitions for new AI governance terminology with no prior art found (search: 2026-08-14, arXiv cs.SY/cs.AI/cs.LO, IEEE, ACM, ISO, NIST, NATO): Structurally Unbypassable Governance (SUG), Governance Phase Boundary (GPB), Hardware-Grounded Trust (HGT), Post-Binary Governance, Bypass-Pfad-Dichte/Bypass Path Density (BPD), Hardware-Attestiertes Restrisiko/Hardware-Attested Residual Risk (HAR), Strukturelle Null/Structural Zero (SN), HEPE Certification Levels (HEPE-0/1/2/SW-only), HEPE-V Insurance Rating. Includes V_net formalization for multi-node ORION governance network and Pi5 HEPE-Lite full implementation architecture (V_Pi5: 2.4→0.0 path). Companion to Zenodo 10.5281/zenodo.21935564 and EHOX ASIC Blueprint 10.5281/zenodo.21925208.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-14
DOI
https://doi.org/10.5281/zenodo.21935842
Primary Topic
Adversarial Robustness in Machine Learning
Type
article
Field-Weighted Citation Impact
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article

EHOX Governance Terminology Manifesto — New Concepts for Hardware-Grounded AI Governance (SUG · GPB · HGT · BPD · HEPE-V)

Sven Braunholz, Erich Steurer
Zenodo (CERN European Organization for Nuclear Research)
Adversarial Robustness in Machine Learning
article

EHOX Governance Terminology Manifesto — New Concepts for Hardware-Grounded AI Governance (SUG · GPB · HGT · BPD · HEPE-V)

Sven Braunholz, Erich Steurer
article en

Abstract

Formal definitions for new AI governance terminology with no prior art found (search: 2026-08-14, arXiv cs.SY/cs.AI/cs.LO, IEEE, ACM, ISO, NIST, NATO): Structurally Unbypassable Governance (SUG), Governance Phase Boundary (GPB), Hardware-Grounded Trust (HGT), Post-Binary Governance, Bypass-Pfad-Dichte/Bypass Path Density (BPD), Hardware-Attestiertes Restrisiko/Hardware-Attested Residual Risk (HAR), Strukturelle Null/Structural Zero (SN), HEPE Certification Levels (HEPE-0/1/2/SW-only), HEPE-V Insurance Rating. Includes V_net formalization for multi-node ORION governance network and Pi5 HEPE-Lite full implementation architecture (V_Pi5: 2.4→0.0 path). Companion to Zenodo 10.5281/zenodo.21935564 and EHOX ASIC Blueprint 10.5281/zenodo.21925208.

Zenodo (CERN European Organization for Nuclear Research)
EOX IT Services (Austria) (AT)
Openalex Percentile: Top 7%
Adversarial Robustness in Machine Learning
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