Author

Ruoyu Wu

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#artificial intelligence Preprint Oct 2026

PAPERBENCHX: Can AI Reproduce Science Across Disciplines?

Before AI can be trusted to discover new science, it should be able to reproduce what science already knows. Reproduction provides a rigorous checkpoint for an AI scientist: the target claim is known, yet recovering it still requires translating an incomplete scientific description into an executable experiment and pro...

Ruo-Yu Wu, Zeng-Ji Tu, Ao-Long Sun et al. · 0 citations

Preprint Aug 2026

MediSkill-Evo: Process-Constrained Self-Evolution for Evidence-Grounded Clinical Interaction

MediSkill-Evo is introduced, which self-evolves governed process knowledge without fine-tuning the backbone, and updates clinical, process, symbolic, and visual knowledge in four typed banks under type-specific validation and scope rules.

Ruoyu Wu, Shen-Fu Xie, Yin-Qian Sun et al. · 0 citations