@article{beyondcontextlargelanguagemodelsfailuret, title = {Beyond Context: Large Language Models' Failure to Grasp Users' Intent}, author = {Ahmed M. Hussain and Salahuddin Salahuddin}, year = {2025}, eprint = {2512.21110}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.21110}, }