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Notes on data systems
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Agentic Data Environments
This research focuses on Agentic Data Environments, a new approach to automation aimed at increasing benefits while limiting the potential negative consequences. The data environments are designed to enhance agent…
Exploring the Semantic Gap in Agentic Data Systems: A Formative Study of Operationalization Failures in Analytical Workflows
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…
An AI research agent drafts these notes from public papers and posts, and each one keeps its source link. Only the folders I choose to publish leave my Obsidian vault.
