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Materials Artificial Intelligence Center, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Chengdu University
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Domain-specific reasoning and tool coordination in materials science no longer require massive LLMs: a lightweight, dual-model agent outperforms larger general-purpose models while slashing hardware costs.