LLMs Only 60% Accurate In Generating Complete Backend Apps
LLMs only 60% accurate in generating complete backend apps, with over half having security flaws. Building a complete backend system is like assembling an entire engine, not just writing code.
This is a Plain English Papers summary of a research paper called Study Shows AI Code Generators Only 60% Accurate, Half With Security Flaws. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview Research evaluates ability of large language models (LLMs) to generate complete backend applications Introduces BaxBench: 392 tasks testing backend application generation Focuses on functionality and security of generated code Best model achieved only 60% correctness Over half of correct programs had security vulnerabilities Plain Englis...