mlsanityData to 14 Oct 2026

Taxonomy to Regulation: A (Geo)Political Taxonomy for AI Risks and Regulatory Measures in the EU AI Act

arXiv 2404.11476 ↗First posted 17 Apr 2024cs.AI cs.CY cs.LGcited by 1

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Abstract (arXiv)

Technological innovations have shown remarkable capabilities to benefit and harm society alike. AI constitutes a democratized sophisticated technology accessible to large parts of society, including malicious actors. This work proposes a taxonomy focusing on on (geo)political risks associated with AI. It identifies 12 risks in total divided into four categories: (1) Geopolitical Pressures, (2) Malicious Usage, (3) Environmental, Social, and Ethical Risks, and (4) Privacy and Trust Violations. Incorporating a regulatory side, this paper conducts a policy assessment of the EU AI Act. Adopted in March 2023, the landmark regulation has the potential to have a positive top-down impact concerning AI risk reduction but needs regulatory adjustments to mitigate risks more comprehensively. Regulatory exceptions for open-source models, excessively high parameters for the classification of GPAI models as a systemic risk, and the exclusion of systems designed exclusively for military purposes from the regulation's obligations leave room for future action.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 11 of its 77 references that are in the map. First posted on arXiv 17 Apr 2024.

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11 of 77 references.

References · 11

  1. 2021Ethical and social risks of harm from Language Modelscited by 966
  2. 2023An Overview of Catastrophic AI Riskscited by 222
  3. 2018The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigationcited by 165
  4. 2023Sociotechnical Safety Evaluation of Generative AI Systemscited by 157
  5. 2023Frontier AI Regulation: Managing Emerging Risks to Public Safetycited by 98
  6. 2023Identifying and Mitigating the Security Risks of Generative AIcited by 91
  7. 2023Typology of Risks of Generative Text-to-Image Modelscited by 55
  8. 2023TASRA: a Taxonomy and Analysis of Societal-Scale Risks from AIcited by 26
  9. 2023Risk assessment at AGI companies: A review of popular risk assessment techniques from other safety-critical industriescited by 19
  10. 2022The Brussels Effect and Artificial Intelligence: How EU regulation will impact the global AI marketcited by 18
  11. 2024Comparing the willingness to share for human-generated vs. AI-generated fake newscited by 12

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