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Explore human-centered explainable AI in this 45-minute conference talk by Professor Mark Reidl from Georgia Tech. Gain insights into Reidl's research on making artificial intelligence more understandable and accessible to humans. Discover the latest developments in explainable AI, including techniques for generating human-readable explanations of AI decision-making processes. Learn about the importance of designing AI systems that can effectively communicate their reasoning to users. Delve into the challenges and opportunities in creating AI that aligns with human cognitive processes and expectations. This talk is part of the Metacognitive AI series, offering valuable perspectives on the intersection of AI and human understanding. For those interested in the future of AI-human interaction and the development of more transparent AI systems, this presentation provides a comprehensive overview of current research and future directions in the field of human-centered explainable AI.