Evaluating ChatGPT's Code Generation Across 9 Programming Languages
ChatGPT struggles with parallel programming & complex algorithmic reasoning in generating scientific code across various languages, but shows promise in compilation & runtime performance.
This is a Plain English Papers summary of a research paper called Evaluating AI-generated code for C++, Fortran, Go, Java, Julia, Matlab, Python, R, and Rust. If you like these kinds of analysis, you should subscribe to the AImodels.fyi newsletter or follow me on Twitter. Overview This study evaluates the ability of ChatGPT versions 3.5 and 4 to generate code across various programming languages. The goal is to assess the effectiveness of these AI models for generating scientific programs. The researchers asked ChatGPT to generate three different codes: a simple numerical integration...