@misc{song2026large, title={Large Language Model Reasoning Failures}, author={Peiyang Song and Pengrui Han and Noah Goodman}, year={2026}, eprint={2602.06176}, archivePrefix={arXiv}, primaryClass={cs.AI}, url={https://arxiv.org/abs/2602.06176} }