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

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 s