@article{whenderivedmeasurementsmisleadquantifyin, title = {When Derived Measurements Mislead: Quantifying and Mitigating LLM Over-Trust with Privileged-Modality Reliability Evidence}, author = {Zongheng Guo and Tao Chen and Tianli Li and Mingzhe Cui and Yang Jiao and Lei Xie and Yi Pan and Xiao Hu and Manuela Ferrario}, year = {2026}, eprint = {2607.28421}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.28421}, }