Governing Structural Centrality
Greenland as an AI-Strategic Node under the AI-SNI Framework
- Wu, Shaoyuan
Global AI Governance and Policy Research Center, EPINOVA LLC
https://orcid.org/0009-0008-0660-8232
Description
This policy brief applies the AI-Strategic Node Index (AI-SNI v0.1) to Greenland as an AI-strategic node. It evaluates Greenland’s structural exposure across five AI-SNI dimensions, reports an AI-SNI composite result of 0.52 in the Tier 3 Relevant Exposure Band, identifies Infrastructure–Governance Asymmetry as the binding constraint, and argues that Greenland’s policy challenge is governance stabilization rather than capacity expansion.
Abstract
Greenland has already become a structurally significant node within multiple AI-mediated systems, including strategic early-warning, Arctic surveillance, climate modelling, and emerging resource–data–energy coupling. Application of the AI-Strategic Node Index (AI-SNI) yields a composite score of 0.52 (Tier 3), indicating relevant structural exposure rather than elevated risk or strategic superiority. The diagnostic profile shows high functional centrality in sensing and decision-loop timing, moderate global modelling leverage, latent future optionality, and a critical governance deficit in infrastructure control, auditability, and escalation authority. The brief argues that the primary challenge for structurally central AI nodes is not how to increase strategic importance, but how to govern an importance that already exists. Without targeted governance stabilization, structural centrality may translate into systemic fragility.
Files
| Name | Type | |
|---|---|---|
| Governing Structural Centrality.pdf Full-text PDF of the publication | application/pdf | Download |
Keywords
- AI-Strategic Node Index
- AI-SNI
- AI-Strategic Node Framework
- AI-SNF
- Greenland
- Arctic governance
- structural centrality
- AI governance
- AI-mediated systems
- infrastructure-governance asymmetry
- algorithmic sensing
- early-warning centrality
- decision-loop temporal advantage
- predictive model leverage
- resource-data-compute coupling
- governance fragility
- node-level structural intelligence
- structural exposure
- Tier 3 exposure band
- policy brief
- EPINOVA
Subjects
- AI Governance
- Arctic Security
- Greenland Studies
- Strategic Studies
- Technology Governance
- Critical Infrastructure Governance
- Systemic Risk
- Public Policy
- International Relations
- Digital Sovereignty
- Climate and Security
- AI-Mediated Systems
Recommended citation
EPINOVA. (2026). Governing Structural Centrality: Greenland as an AI-Strategic Node under the AI-SNI Framework. Policy Brief No. EPINOVA–2026–PB–02. Global AI Governance and Policy Research Center, EPINOVA LLC. https://doi.org/10.5281/zenodo.18453986. DOI: To be assigned after Crossref membership approval.
APA citation
EPINOVA. (2026). Governing structural centrality: Greenland as an AI-strategic node under the AI-SNI framework (Policy Brief No. EPINOVA–2026–PB–02). Global AI Governance and Policy Research Center, EPINOVA LLC. https://doi.org/10.5281/zenodo.18453986. DOI: To be assigned after Crossref membership approval.
Alternate identifiers
| Scheme | Identifier | Description |
|---|---|---|
| EPINOVA publication number | EPINOVA–2026–PB–02 | Publication identifier printed in the PDF |
| DOI | 10.5281/zenodo.18453986 | Zenodo/DataCite DOI printed in the PDF recommended citation |
| DOI | 10.5281/zenodo.18453985 | Earlier DOI value from early ORCID-derived metadata record; retained for reconciliation |
| ORCID put-code | 204378380 | ORCID Public API record identifier from early metadata |
| File name | Governing Structural Centrality.pdf | Source PDF file name |
| Framework version | AI-SNI v0.1 | AI-Strategic Node Index framework version used in the policy brief |
Related works
| Relation | Identifier | Type | Description |
|---|---|---|---|
| IsPartOf | https://github.com/EPINOVALLC/EPINOVA-Research | Repository | Supplementary repository and structural archive |
| References | https://doi.org/10.5281/zenodo.18452803 | White Book | AI-Strategic Node Framework (AI-SNF): Conceptual and Methodological White Book defining AI-SNI v0.1 |
| References | https://doi.org/10.5281/zenodo.18453094 | Policy Brief | Related EPINOVA policy brief on operationalizing AI-SNI for practical AI governance |
| References | https://doi.org/10.5281/zenodo.18261165 | Working Paper | Related EPINOVA working paper analyzing Greenland as a structural AI strategic node |
References
No references listed.