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Explore the challenges and solutions in data management for multi-modal AI in this technical talk. Delve into the complexities of managing various unstructured data types like images, audio, and video. Learn about the limitations of current data infrastructure for AI through real-world use cases. Discover the Lance columnar format, an open-source solution designed to enhance the next generation of data infrastructure for AI. Gain insights into optimizing data infrastructure to handle the sheer size of unstructured data types and the intricacies of AI datasets and varied workloads.
