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In this conversation with cognitive scientist and AI expert, Gary Marcus, he highlights the importance of understanding reasoning and learning in AI development as well as the incorporation of prior knowledge into these systems. Marcus also shares his insights on the quest for a new programming approach that could enable safe and helpful AI, and ponders the potential timeline for realizing artificial general intelligence.