Across 500k Python/Java samples, AI-generated functions are shorter, simpler, and trigger more security findings, while human functions carry more complexity and maintainability warnings.
Test-driven development and llm- based code generation,
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Human-Written vs. AI-Generated Code: A Large-Scale Study of Defects, Vulnerabilities, and Complexity
Across 500k Python/Java samples, AI-generated functions are shorter, simpler, and trigger more security findings, while human functions carry more complexity and maintainability warnings.