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Mike Young @mikeyoung44

AI Code Generation: Web Dev Excelled, Systems Programming Struggles

LLMs excel at web code gen but struggle with systems programming. GPT-4, Claude & Code Llama tested on diverse tasks. Web dev & data analysis easier for AI, but systems prog a challenge.

This is a Plain English Papers summary of a research paper called Study Shows AI Excels at Web Code But Struggles with Systems Programming - New Performance Benchmark. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter.

  
  
  Overview

Evaluates how Large Language Models (LLMs) perform at generating code across diverse domains
Tests domain-specific code generation capabilities through benchmark tasks 
Compares performance of major LLMs including GPT-4, Claude, and Code Llama
Analyzes success rates on web development, data analysis, and systems programm...