# SciGame: Let Agents Play the Scientific Discovery Games in the Real and Counterfactual World

**Published:** October 30, 2026
**Author:** Yusheng Zhao, Bowei He, Xue Liu, Mingxiao Li
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/scigame-let-agents-play-the-scientific-discovery-games-in-the-real-and-c

arXiv:2610.37919v1 Announce Type: new Abstract: Large language model agents are increasingly used for scientific discovery. However, existing benchmarks mix law inference with programming, score data fitting instead of prediction on unseen inputs, and do not separate empirical…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.37919)

**Tags:** #arXiv

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