Fiducial Mesh Specification (FIDUCIAL-MESH-SPEC-001)

The normative specification of Fiducial Mesh — an open, substrate-pluggable platform for cradle-to-grave traceability of AI-assisted engineering. Defines eight pillar contracts, seven top-level invariants, and per-pillar Conformance Profiles (RFC 2119 keywords, numbered requirement IDs), targeting certifiable AI engineering in regulated domains (FAA, FDA, nuclear, EU AI Act).

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-06-30
DOI
https://doi.org/10.5281/zenodo.21109753
Primary Topic
Adversarial Robustness in Machine Learning
Type
article
Field-Weighted Citation Impact
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article

Fiducial Mesh Specification (FIDUCIAL-MESH-SPEC-001)

Gregory A. Beam, Fiducial Mesh Group
Zenodo (CERN European Organization for Nuclear Research)
Adversarial Robustness in Machine Learning
article

Fiducial Mesh Specification (FIDUCIAL-MESH-SPEC-001)

Gregory A. Beam, Fiducial Mesh Group
article en

Abstract

The normative specification of Fiducial Mesh — an open, substrate-pluggable platform for cradle-to-grave traceability of AI-assisted engineering. Defines eight pillar contracts, seven top-level invariants, and per-pillar Conformance Profiles (RFC 2119 keywords, numbered requirement IDs), targeting certifiable AI engineering in regulated domains (FAA, FDA, nuclear, EU AI Act).

Zenodo (CERN European Organization for Nuclear Research)
Agenus (United States) (US)
Partnerships for the goals
Openalex Percentile: Top 6%
Adversarial Robustness in Machine Learning
DOIOpen Access PDFOpenAlex
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Fiducial Mesh Specification (FIDUCIAL-MESH-SPEC-001) — Gregory A. Beam, Fiducial Mesh Group · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS