Author

Kun Yang

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Review Aug 2026

Characterizing the Quality Profile of AI-Generated C++ in Production

AI-generated C++ code has a distinct quality profile, showing higher rates of interface and coupling burdens, copy and allocation overheads, and a reliance on explicit loops over optimized standard APIs, which translates into tangible downstream costs, including increased review effort and a 5-8% increase in compute resource consumption.

Michael Tran, Fred Lewis, Kun Yang et al. · 1 citation