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Xu-Jing Zhang

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Preprint Aug 2026

EviGraph: Evidence-Guided Autonomous Research Agents

Autonomous research agents can generate hypotheses, execute experiments, and draft manuscripts, yet their outputs often contain unsupported claims and inconsistencies between research questions, experiments, results, and conclusions. We argue that this problem is partly architectural: existing systems organize research...

Zhen-Jiang Ren, Rui-Ji Li, Xu-Jing Zhang et al. · 0 citations

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