@article{canpromptsrewindtimeforllmsevaluatingthe, title = {Can Prompts Rewind Time for LLMs? Evaluating the Effectiveness of Prompted Knowledge Cutoffs}, author = {Xin Gao and Ruiyi Zhang and Daniel Du and Saurabh Mahindre and Sai Ashish Somayajula and Pengtao Xie}, year = {2025}, eprint = {2510.02340}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.02340}, }