@article{durableevaluationframeworkadversarialarb,
  title = {Durable Evaluation Framework: Adversarial Arbitration for Sycophancy Reduction in Large Language Models},
  author = {Sam Ryan},
  year = {2026},
  eprint = {2606.07532},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.07532},
}