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papersTODAY 04:00 UTC

arXiv Paper Links Network Inequality to Fairness in Decision Systems

A new arXiv preprint argues that social networks both reflect and amplify existing inequalities, which then propagate into technologies that rely on network-derived signals. The authors propose treating network fairness as a core concern for responsible decision-making rather than an afterthought. The work is a perspective piece outlining how these structural biases arise and why they matter for downstream systems.

arXiv fairness-in-decision-systems network-fairness network-inequality responsible-ai structural-bias

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arXiv cs.LGFrom Network Inequality to Network Fairness: A Perspective on Responsible Decision-Making ↗TODAY 04:00 UTC