@article{failuremodesoflargelanguagemodelsonresea, title = {Failure Modes of Large Language Models on Research-Level Mathematics: A Taxonomy and an Empirical Characterisation}, author = {Arnesh Banerjee and Ayushi Bhattacharjee}, year = {2026}, eprint = {2606.24902}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.24902}, }