Explainable Artificial Intelligence

What is Explainable Artificial Intelligence?

Research area focused on making AI system outputs understandable through explanations, transparency methods and interpretable decision evidence

In other languages

한국어설명 가능한 인공지능

AI 모델의 판단 근거와 작동 과정을 사람이 이해할 수 있게 설명하려는 기술 분야

日本語説明可能な人工知能

AIの判断根拠や信頼度を人間が理解しやすい形で示すための研究分野と手法群

Related Terms

• Glassbox AIAI systems designed for transparency where internal logic and decision-making processes are auditable and interpretable
• Symbolic AIA branch of artificial intelligence that relies on high-level human-readable symbols and formal logic rules to represent knowledge
• Neural-SymbolicHybrid AI approach combining neural networks' learning capabilities with symbolic systems' logical reasoning and transparency
• AI reasoning agentSoftware system that uses AI to plan, evaluate information, and perform multi-step reasoning toward a user-defined goal