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

arXiv cs.AI · Jinwoo Hwang, Sukmin Cho, Tao Zhang, Soheil Abbasloo, Jongse Park, Peng Cheng ·

arXiv:2611.10329v1 Announce Type: new Abstract: LLM agents increasingly drive systems research and rely on simulators to evaluate candidate designs at scale. Simulators are imperfect by design: their modeling limitations can distort predictions yet leave the recommended design correct, or change which design should…

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