@article{symptomwiseadeterministicreasoninglayerf, title = {SymptomWise: A Deterministic Reasoning Layer for Reliable and Efficient AI Systems}, author = {Isaac Henry and Avery Byrne and Christopher Giza and Ron Henry and Shahram Yazdani}, year = {2026}, eprint = {2604.06375}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.06375}, }