Mechanistic Interpretability of Code Correctness in LLMs via Sparse Autoencoders

Kriz Tahimic, Charibeth Cheng

As Large Language Models become integral to software development, with substantial portions of AI-suggested code entering production, understanding their internal correctness mecha…