EthicsFairnessBiascs.CY
Artificial Intelligence Ethics: An Inclusive Global Discourse?
Cathy Roche, Dave Lewis, P. J. Wall
August 23, 2021
arXiv.org
21 citations
Key Takeaways
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Global South voices are largely absent from AI ethics discussions: The research found a significant lack of references to Global South countries in AI ethics documentation, meaning that perspectives from regions where AI could address critical development challenges are being systematically excluded from the frameworks that will govern these technologies.
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Women are underrepresented in AI ethics discourse: The study identified a dearth of references to women's perspectives in AI ethics documents, suggesting that gender-specific ethical implications and risks are being neglected in the development of standards and guidelines.
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Current AI ethics frameworks risk reinforcing existing inequalities: Without adequate participation from Global South countries and women, the ethical frameworks being established may become discriminatory and could actually worsen marginalization rather than prevent it—particularly concerning given AI's potential to address Sustainable Development Goals.
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AI ethics is becoming a "Global North problem": The research suggests that emerging ethical standards and governance approaches for AI are being dominated by wealthy nations, raising questions about whether these frameworks will be appropriate or fair for the diverse contexts and needs of the Global South.
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Inclusive participation is essential for responsible AI development: The paper implies that truly responsible AI requires intentional efforts to include underrepresented voices in ethics discussions from the outset, not as an afterthought, to ensure technologies serve all populations equitably.