SIRIS: Can LLMs Tell When Simulation Errors Matter in AI-Driven Systems Research?

Jinwoo Hwang, Sukmin Cho, Tao Zhang, Soheil Abbasloo, Jongse Park, Peng Cheng

arXiv preprint, 2026.