AI RESEARCH
Explainable AI Isn't Enough! Rethinking Algorithmic Contestability
arXiv CS.LG
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ArXi:2605.16041v1 Announce Type: cross Machine learning systems increasingly make life-changing decisions about individuals, such as loan approvals, hiring, and cheating detection, raising a pressing question: how can individuals respond to negative decisions made by these opaque systems? While explainable artificial intelligence (XAI) has largely focused on algorithmic re