Two-Track Robustness Templates for Legal AI Governance (Structure-Only, Non-Operational)

Structure-only templates for legal AI governance implementing a one-prompt interface with an invisible robustness track.The artifacts define assumption discipline, fail-closed behavior, and audit-ready outputs without providing legal advice or operational guidance.Variants cover big-law, defense prime, and multinational alliance governance contexts

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-04
DOI
https://doi.org/10.5281/zenodo.18488223
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
0.00
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article

Two-Track Robustness Templates for Legal AI Governance (Structure-Only, Non-Operational)

W. H. Brueckner
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
article

Two-Track Robustness Templates for Legal AI Governance (Structure-Only, Non-Operational)

W. H. Brueckner
article en

Abstract

Structure-only templates for legal AI governance implementing a one-prompt interface with an invisible robustness track.The artifacts define assumption discipline, fail-closed behavior, and audit-ready outputs without providing legal advice or operational guidance.Variants cover big-law, defense prime, and multinational alliance governance contexts

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Openalex Percentile: Top 69%
Ethics and Social Impacts of AI
DOIOpen Access PDFOpenAlex
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Two-Track Robustness Templates for Legal AI Governance (Structure-Only, Non-Operational) — W. H. Brueckner · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS