@article{visiondefaultprioroverridecausalmechanis, title = {Vision-Default, Prior-Override: Causal Mechanisms of Perception-Knowledge Conflict in Vision-Language Models}, author = {Niclas Lietzow and Danielle Bitterman and Carsten Eickhoff and William Rudman and Michal Golovanevsky}, year = {2026}, eprint = {2606.28273}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.28273}, }