@article{failureofcontextualinvarianceinlargelang, title = {Failure of contextual invariance in large language models}, author = {Sagar Kumar and Ariel Flint and Luca Maria Aiello and Andrea Baronchelli}, year = {2026}, eprint = {2603.23485}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.23485}, }