Beyond Execution: Auditing Experimental Fidelity in LLM-Driven Scientific Research

Lezhi Yu, Xiaogang Xu, Yuhua Zhou +2

LLM agents used for scientific experimentation must do more than generate executable code: they must implement the reference method faithfully, design experiments that test the pap…