@article{hallucinationasoutputboundarymisclassifi, title = {Hallucination as output-boundary misclassification: a composite abstention architecture for language models}, author = {Angelina Hintsanen}, year = {2026}, eprint = {2604.06195}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.06195}, }