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Ji Sun

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Data Agents: Agentic Data Systems

Guoliang Li, Peiyao Zhou, Xuanhe Zhou وآخرون · 2026 · 10.1109/tkde.2026.3736532

Traditional data systems face profound limitations in the AI era, relying on human-crafted pipelines, lacking semantic understanding of heterogeneous data, and operating through rigid, reactive processing. To address these challenges, we propose a new paradigm called the Data Agent, designed to manage, process, and ana …

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