FIELD NOTES TOPIC

analytical workflows

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  1. Exploring the Semantic Gap in Agentic Data Systems: A Formative Study of Operationalization Failures in Analytical Workflows

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    A study found that large language models (LLMs) often struggle to operationalize analytical concepts due to a semantic gap between user-level analytical concepts and the information available to workflow-generation…