@article{llmchessbenchmarkingreasoningandinstruct, title = {LLM CHESS: Benchmarking Reasoning and Instruction-Following in LLMs through Chess}, author = {Sai Kolasani and Maxim Saplin and Nicholas Crispino and Kyle Montgomery and Jared Quincy Davis and Matei Zaharia and Chi Wang and Chenguang Wang}, year = {2025}, eprint = {2512.01992}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.01992}, }