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In the opening session, speakers Michael Frank, Surya Ganguli, Laura Gwilliams, and Jeff Hawkins discuss how advancements in machine learning and AI are paving the way for a new era of human-centered machine intelligence, capable of understanding language, emotions, and intentions at various levels. The panelists discuss the imperative of bridging the gap between AI and human cognition through interdisciplinary research, shaping the development of intelligent machines for a harmonious partnership between humans and AI. Speakers: Michael Frank, David and Lucile Packard Professor of Human Biology and Director, Symbolic Systems Program, Stanford University Surya Ganguli, Associate Professor of Applied Physics, and by courtesy, of Neurobiology, of Electrical Engineering, and of Computer Science, Stanford University Laura Gwilliams, Assistant Professor of Psychology and, by courtesy, of Linguistics, Stanford University Jeff Hawkins, Co-Founder, Numenta Moderator: Vanessa Parli, Director of Research, Stanford HAI