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Alfred Wegener Institute for Polar and Marine Research, Bremerhaven, Germany
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A hierarchical multi-agent system can autonomously navigate and analyze vast, underutilized Earth science datasets, outperforming simple LLM wrappers with its robust error handling and coordinated workflows.