Explainable AI (XAI) is no longer a “nice-to-have” add-on for advanced teams. In banking and healthcare, models influence credit access, fraud detection, prioritisation of care, and clinical decisions, so organisations are expected to show how outputs were produced, where the model can fail, and what humans should do with the result. In 2026, the practical challenge is not pi...
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