@article{truthfulaiadvisorsaprespecifiedbenchmark, title = {Truthful AI Advisors: A Pre-Specified Benchmark for Large Language Model Honesty Under Preference Misalignment}, author = {Hamidreza Hasani Balyani and Seyed Pouyan Mousavi Davoudi and Alireza Amiri-Margavi and Amin Gholami Davodi and Arshia Gharagozlou}, year = {2026}, eprint = {2606.01456}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.01456}, }