Over the years, my thinking about AI has gradually shifted from building purely transactional systems to understanding the importance of relational intelligence. Drawing on experiences from speech technology, conversation design, social robotics, and more recently large language models, I have come to see conversation not just as a more natural interface, but as a way…

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