Tagged: conversation-analysis

7 entries

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Improving Conversational AI Models | Interactional AI

Interactional AI is a research programme that applies Conversation Analysis to improve conversational AI models and user interfaces. The core argument is that interactive interfaces are not naturally intuitive unless they are grounded in the foundations of human social interaction, requiring design teams to ground conversational UIs in conversation analytic research methods and social science approaches.

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Interactional foundations for critical AI literacies

Argues that the appeal of large language models is rooted in human interactional and interpretive processes, not in machine intelligence. Tracing a line from divination and ELIZA to present-day LLMs, Dingemanse follows Lucy Suchman in slowing down 'discourses of the smart machines' and shows how fluid output, fine-tuned overconfidence, and interactive design exploit our interpretive infrastructure. Critical AI literacy, the paper argues, must be grounded in a deep understanding of human interaction and sense-making.