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Zhen Liu

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#artificial intelligence Preprint Oct 2025

Compositional Machine Design as Program Synthesis with LLMs

Large language models (LLMs) have shown strong abilities in writing and revising programs, yet many program-synthesis benchmarks still evaluate programs in symbolic or digital environments. We introduce compositional machine design, a physically grounded form of program synthesis where machines are written as programs...

Wenqiang Zhang, Yang-Yi Huang, Wei-yu Liu et al. · 2 citations · ⚡1

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