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This lecture explores how analogies drive innovation by solving problems across different domains, emphasizing the importance of a logical mind that sees analogies. It delves into the challenges of finding analogies in large datasets and the goal of automatically discovering analogies. The lecture discusses the hard nature of analogies for both humans and machines, presenting a novel system to automatically discover analogies in unstructured datasets. It also covers the application of analogy mining in ideation tasks, showcasing how it enhances creativity by redesigning existing products based on inspirational ideas.