@article{brandasmemoryvisionlanguagemodelsencodec,
  title = {Brand-as-Memory: Vision-Language Models Encode Causal, Mechanistically Localizable Credibility Priors for News Sources},
  author = {Chih-Ting Liao and Xin Cao},
  year = {2026},
  eprint = {2607.03365},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.03365},
}