Navigating Challenges and Solutions of Communicative eXplainable AI

18 Dec 2023 (modified: 26 Jan 2024)PKU 2023 Fall CoRe SubmissionEveryoneRevisionsBibTeXCC BY 4.0
Keywords: XAI, explainablility, trust
Abstract: This essay presents a framework for modeling eXplainable AI (XAI) as a communication process, outlining associated challenges such as explainability of explanations and gaining human trust. Furthermore, it offers potential solutions to address these challenges. The essay posits that endowing XAI systems with cognitive abilities and structured representations holds promise in enhancing their efficacy.
Submission Number: 220
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