@article{beyondmemorizationtestingllmreasoningonu, title = {Beyond Memorization: Testing LLM Reasoning on Unseen Theory of Computation Tasks}, author = {Shlok Shelat and Jay Raval and Souvik Roy and Manas Gaur}, year = {2026}, eprint = {2601.13392}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.13392}, }