@article{openestimateevaluatingllmsonreasoningund, title = {OpenEstimate: Evaluating LLMs on Reasoning Under Uncertainty with Real-World Data}, author = {Alana Renda and Jillian Ross and Michael Cafarella and Jacob Andreas}, year = {2025}, eprint = {2510.15096}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.15096}, }