Linyang He, Qiyao Yu, Hanze Dong, Baohao Liao, Xinxing Xu, Micah Goldblum, Jiang Bian, Nima Mesgarani: LiveMathematicianBench: A Live Benchmark for Mathematician-Level Reasoning with Proof Sketches. CoRR abs/2604.01754 (2026)