Decoding Global AI Governance: A Computational Linguistic Analysis of National Regulations

Artificial Intelligence (AI) regulations addressing rights, usage limits, bias, and accountability mechanisms have been adopted by governments worldwide. My research examines global AI governance through a comparative analysis of regulatory documents from over 60 countries. Using mixed methods, including advanced computational linguistics techniques to support qualitative analysis, this work evaluate changes in AI regulation over time and similarities in policy priorities. Our findings reveal significant alignment with EU regulations, highlighting its influence on global governance, and indicate regulatory capture by industry in the Americas and decolonial dissent in Africa. This research contributes to the multi-modal understanding of AI governance, offers practical policy recommendations, and outlines future research directions, including ongoing data collection and exploration of public dialogue's impact on regulatory frameworks.

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Publication Details

Journal
Proceedings of the AAAI/ACM Conference on AI Ethics and Society
Published
2025-01-22
DOI
https://doi.org/10.1609/aies.v7i2.31909
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
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article

Decoding Global AI Governance: A Computational Linguistic Analysis of National Regulations

Elen Luce Marçal Elmescany da Silva
Proceedings of the AAAI/ACM Conference on AI Ethics and Society
Ethics and Social Impacts of AI
article

Decoding Global AI Governance: A Computational Linguistic Analysis of National Regulations

Elen Luce Marçal Elmescany da Silva
article en

Abstract

Artificial Intelligence (AI) regulations addressing rights, usage limits, bias, and accountability mechanisms have been adopted by governments worldwide. My research examines global AI governance through a comparative analysis of regulatory documents from over 60 countries. Using mixed methods, including advanced computational linguistics techniques to support qualitative analysis, this work evaluate changes in AI regulation over time and similarities in policy priorities. Our findings reveal significant alignment with EU regulations, highlighting its influence on global governance, and indicate regulatory capture by industry in the Americas and decolonial dissent in Africa. This research contributes to the multi-modal understanding of AI governance, offers practical policy recommendations, and outlines future research directions, including ongoing data collection and exploration of public dialogue's impact on regulatory frameworks.

Proceedings of the AAAI/ACM Conference on AI Ethics and SocietyVol. 7(2)
University of Illinois Urbana-Champaign (US)
Openalex Percentile: Top 99%
Ethics and Social Impacts of AI
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