CriticGPT

CriticGPT is an AI tool built using OpenAI's GPT-4 model to help AI judges identify mistakes in ChatGPT code. Developed through a study titled "LLM Critics Help Catch LLM Bugs," it was trained on a dataset of intentionally incorrect code, enhancing its accuracy. CriticGPT uses a technique called "Force Sampling Beam Search" to provide detailed reviews and reduce hallucinations. Users can adjust the thoroughness of error detection. However, it struggles with long, complex tasks and errors spread across multiple code sections, as it was trained on short ChatGPT responses.