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Guang-Guo Ying

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Review Open access Aug 2026

The AI scientist arrives: a new epoch in autonomous discovery

This article reviews the breakthroughs, dissects the persistent limitations (including hallucinations, silent errors, and reproducibility failures), and argues that the real revolution lies not in replacement of humans but in reconfiguring how human curiosity and machine scalability co-evolve.

Guang-Guo Ying · 0 citations
Open access Aug 2026

Seventy years of AI: from a Dartmouth dream to a partner in scientific discovery

This editorial traces key technological milestones across seven decades, from early symbolic reasoning to today's agentic systems capable of autonomously generating hypotheses and accelerating discovery, and examines promising future directions.

Jingyu Lin, P. Hua, Chang-Er Chen et al. · 0 citations

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