Author

Li-Lin Wang

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Review Aug 2026

Closed-loop AI achieves certifiable engineering design

The AI Engineer is introduced, an agentic framework that couples large language models to deterministic engineering backends in a closed loop, in which every proposal is judged by deterministic physics and codified limit states.

Tianyi Yu, Chengxing Tao, H. Shen et al. · 0 citations