# Counterexample-driven autonomous research with application to excess radiated energy in a Z-pinch

**Published:** November 4, 2026
**Author:** Bowen Zhu, Jian Wu
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/counterexample-driven-autonomous-research-with-application-to-excess-rad

arXiv:2611.03721v1 Announce Type: new Abstract: Recent breakthroughs in artificial-intelligence-assisted mathematics show that open-ended machine search can outperform human mathematicians, yet transferring this paradigm to physics requires refactoring the research workflow. We…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2611.03721)

**Tags:** #arXiv

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