@article{vergeformalrefinementandguidanceenginefo, title = {VERGE: Formal Refinement and Guidance Engine for Verifiable LLM Reasoning}, author = {Vikash Singh and Darion Cassel and Nathaniel Weir and Nick Feng and Sam Bayless}, year = {2026}, eprint = {2601.20055}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.20055}, }