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Author

Rui Yao

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#artificial intelligence Preprint Sep 2026

EverMine: Dissecting the Self-Evolution of Research Capabilities in Long-Horizon Alpha Research

The results show that candidate value depends on the evolving portfolio and submission order, and motivate evaluating self-evolving research capabilities through end-to-end outcomes, conditional capability value, and the consequences of experience-based decisions.

Si-Yuan Li, Jiang-Feng Zhang, Rui Yao et al. · 0 citations
Open access Aug 2026

An autonomous multimodal AI agent for evidence-grounded ophthalmic diagnosis

AgentEYE is an auditable multimodal agent that routes ocular images to specialized fundus and B-scan tools, retrieves guideline/web evidence, and synthesizes evidence-grounded reports that supports evidence grounding and citation auditability.

Kai-Kai Zhao, Qixuan Sun, Dao-Huan Kang et al. · 0 citations

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