@article{amplificationeffectsintesttimereinforcem, title = {Amplification Effects in Test-Time Reinforcement Learning: Safety and Reasoning Vulnerabilities}, author = {Vanshaj Khattar and Md Rafi ur Rashid and Moumita Choudhury and Jing Liu and Toshiaki Koike-Akino and Ming Jin and Ye Wang}, year = {2026}, eprint = {2603.15417}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.15417}, }