Eliminating Hallucination-Induced Errors in LLM Code Generation with Functional Clustering

Chaitanya Ravuri, Saman Amarasinghe

Modern code-generation LLMs can already solve a large fraction of programming problems, yet they still hallucinate subtle bugs that make their outputs unsafe for autonomous deploym…