@article{largelanguagemodelsrequireanewformofover, title = {Large language models require a new form of oversight: capability-based monitoring}, author = {Katherine C. Kellogg and Bingyang Ye and Yifan Hu and Guergana K. Savova and Byron Wallace and Danielle S. Bitterman}, year = {2025}, eprint = {2511.03106}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.03106}, }