@article{statefulreasoningviainsightreplay, title = {Stateful Reasoning via Insight Replay}, author = {Bin Lei and Caiwen Ding and Jiachen Yang and Ang Li and Xin Eric Wang}, year = {2026}, eprint = {2605.14457}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.14457}, }