@article{lettheabyssstarebackadaptivefalsificatio, title = {Let the Abyss Stare Back Adaptive Falsification for Autonomous Scientific Discovery}, author = {Peiran Li and Fangzhou Lin and Shuo Xing and Jiashuo Sun and Dylan Zhang and Siyuan Yang and Chaoqun Ni and Zhengzhong Tu}, year = {2026}, eprint = {2603.29045}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.29045}, }