@article{normativerobustnessasafrontierfornonveri, title = {Normative Robustness as a Frontier for Non-Verifiable Reasoning in LLMs}, author = {Elizaveta Tennant and Benjamin Henke and Anita Keshmirian and Murray Shanahan and Verena Rieser and Kristian Lum and Sydney Levine and Julia Haas}, year = {2026}, eprint = {2606.12731}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.12731}, }