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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

In 2026, three landmark Nature papers collectively announced that artificial intelligence has crossed a threshold, moving from a laboratory instrument to an autonomous research agent. The Empirical Research Assistant (ERA) writes expert-level scientific software across multiple domains. The AI Scientist executes the en...

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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