@article{scalingtrendsforliedetectoroversightinpr, title = {Scaling Trends for Lie Detector Oversight in Preference Learning}, author = {Oskar J. Hollinsworth and Ann-Kathrin Dombrowski and Sam Adam-Day and Adam Gleave and Chris Cundy}, year = {2026}, eprint = {2607.01567}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.01567}, }