@article{iterativefinetuningismostlyidempotent, title = {Iterative Finetuning is Mostly Idempotent}, author = {Zephaniah Roe and Jack Sanderson and Dang Nguyen and Julian Huang and Todd Nief and Aryan Shrivastava and Chenhao Tan and Ari Holtzman}, year = {2026}, eprint = {2605.01130}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.01130}, }