Geopolitical Risk Scoring Bias: Auditing AI Models for Systematic Regional Skew

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Geopolitical Risk IntelligenceGeopolitical Research · Article 36 of 36
By Oleh Ivchenko  · Risk scores are model-based estimates for research purposes only. Not financial or security advice.

Geopolitical Risk Scoring Bias: Auditing AI Models for Systematic Regional Skew

Academic Citation: Ivchenko, Oleh (2026). Geopolitical Risk Scoring Bias: Auditing AI Models for Systematic Regional Skew. Research article: Geopolitical Risk Scoring Bias: Auditing AI Models for Systematic Regional Skew. Odessa National Polytechnic University, Department of Economic Cybernetics.
DOI: 10.5281/zenodo.22245287[1]  ·  View on Zenodo (CERN)
DOI: 10.5281/zenodo.22245287[1]Zenodo ArchiveORCID
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References (1) #

  1. Stabilarity Research Hub. (2026). Geopolitical Risk Scoring Bias: Auditing AI Models for Systematic Regional Skew. doi.org. dtl
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