@article{onthenondecouplingofsupervisedfinetuning, title = {On the Non-decoupling of Supervised Fine-tuning and Reinforcement Learning in Post-training}, author = {Xueyan Niu and Bo Bai and Wei Han and Weixi Zhang}, year = {2026}, eprint = {2601.07389}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.07389}, }