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Explainable AI (XAI) in Decision Management: Building Transparency for High-Stakes Applications
In high-stakes domains—from loan approvals and medical diagnoses to parole decisions and criminal risk assessments—the deployment of artificial intelligence (AI) is accelerating. Yet, a critical barrier remains: trust. When an AI system recommends denying a mortgage, flagging a transaction for fraud, or prioritizing a patient for treatment, the question “Why?” is not merely procedural; it is […]
