XAI설명가능한인공지능 023

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XAI(Explainable AI, 설명 가능한 인공지능)는 인공지능 시스템의 결정 과정과 결과를 인간이 이해할 수 있도록 설명하는 기술과 방법론을 의미합니다. 기존의 많은 AI 모델, 특히 딥러닝 모델은 '블랙박스'로 간주되며, 이들이 어떻게 결정을 내렸는지 명확하게 설명하기 어려웠습니다. 이러한 블랙박스 문제를 해결하기 위해 XAI는 모델의 내부 작동 방식, 즉 입력 데이터가 어떤 과정을 거쳐 결과로 이어지는지를 투명하게 드러내고, 그 과정을 사람에게 이해시키는 것을 목표로 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