Explanatory power refers to the ability of a model or theory to effectively clarify, justify, or provide insight into a phenomenon. In the context of explainable AI (XAI), it highlights how well a given technique or framework can help users understand the decisions made by an AI system. This concept is crucial because it directly impacts trust and accountability in AI applications.
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