#algorithmic-equity News & Analysis

2 articles tagged with #algorithmic-equity. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AIBullisharXiv – CS AI · May 127/10

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FairHealth: An Open-Source Python Library for Trustworthy Healthcare AI in Low-Resource Settings

FairHealth is an open-source Python library designed to address critical gaps in healthcare AI for low-resource settings, particularly in low-income countries. The toolkit integrates fairness auditing, privacy-preserving federated learning, explainability tools, and Global South datasets into a unified framework, making trustworthy AI more accessible to underserved healthcare systems.

AINeutralarXiv – CS AI · Jun 26/10

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AI From the Margins (AIM): Rethinking Participatory AI Design Through the Lived Experience of Minoritized Communities

Researchers propose AI From the Margins (AIM), a methodological framework that centers the lived experiences of minoritized communities in participatory AI design before problem definitions are established. The approach was tested in a Dutch healthcare context through narrative elicitation, co-constructed rule-making, and policy dialogue, demonstrating that grounding AI design in community experience fundamentally reshapes project goals and outcomes.