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Validity constraints for data analysis workflows · 2024 · Future Generation Computer Systems · DOI 10.1016/j.future.2024.03.037

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cs.AI 1

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2026 1

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CONDITIONAL 1

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Exploring Robust Multi-Agent Workflows for Environmental Data Management

cs.AI · 2026-04-02 · conditional · novelty 6.0

A role-separated multi-agent workflow with deterministic validation gates blocked a coordinate-transformation error before publication and completed a 2,452-station dataset release in two days, based on two non-controlled production deployments.

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  • Exploring Robust Multi-Agent Workflows for Environmental Data Management cs.AI · 2026-04-02 · conditional · none · ref 16

    A role-separated multi-agent workflow with deterministic validation gates blocked a coordinate-transformation error before publication and completed a 2,452-station dataset release in two days, based on two non-controlled production deployments.