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Subbarao Kambhampati: Planning, Reasoning, and Interpretability in the Age of LLMs

The Gradient: Perspectives on AI

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The Role of Explanation in Human-AI Interaction

This chapter discusses the importance of explanation in facilitating effective communication between humans and AI systems. It explores the concept of explanation-based learning and its evolution with the rise of neural networks. The chapter also emphasizes the need for symbolic communication to make explanations more efficient and argues that machines should take the responsibility of making themselves interpretable to humans.

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