@article{soundnessawarelevelamicroscopicsignature, title = {Soundness-Aware Level: A Microscopic Signature that Predicts LLM Reasoning Potential}, author = {Xuansheng Wu and Xiaoman Pan and Wenlin Yao and Jianshu Chen}, year = {2025}, eprint = {2510.15216}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.15216}, }