Large Language Models for Programming: Actually Fixing or Reimplementing Incorrect Code?

Alexandru Stefan Stoica, Traian Rebedea, Marian Cristian Mihaescu

Recent studies have shown that Large Language Models can effectively solve problems and fix bugs in diverse programming environments, including competitive programming. Existing ap…