33.6% of LLM Code Blows Up on Types — Type-Guided Decoding Fixes It Without the Overhead
Type errors wreck 33.6% of code from LLMs like ChatGPT. Type-guided constrained decoding stops hallucinations dead, forcing models to spit out compilable code every time.