A dual-agent LLM loop with symbolic-regression feedback improved planar mechanism synthesis Chamfer distances in most tested settings, but the headline genetic-algorithm comparison and critique-analysis claims are not shown in the paper.
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Symbolic Intermediaries as a Linguistic-Numerical Interface for LLM-Driven Geometric Reasoning
A dual-agent LLM loop with symbolic-regression feedback improved planar mechanism synthesis Chamfer distances in most tested settings, but the headline genetic-algorithm comparison and critique-analysis claims are not shown in the paper.