Preprint
Aug 2026
LLM Agents Perform Controlled Experiments Using Simulation Models
Large language models (LLMs) have shown strong capabilities in reasoning, planning, and tool use, but many scientific and engineering tasks require more than plausible text and code generation. They require understanding how a system responds to intervention, which in practice depends on controlled experimentation. In...
Yu-Chen Xia, M. Weyrich, N. Jazdi et al.
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