ChatGPT Advanced Data Analysis

ChatGPT Advanced Data Analysis (ADA) explores leveraging large language models (LLMs) like GPT-4 to automate and simplify complex data analysis tasks, bridging the gap between data scientists and domain experts. Current research focuses on improving user control and verification of AI-generated analyses, evaluating the reliability and accuracy of LLM-driven results, and exploring the use of LLMs for generating synthetic data to enhance model training in low-resource settings. This field holds significant promise for democratizing data analysis across various disciplines, particularly in medicine and other areas where specialized expertise is limited, but requires careful consideration of potential biases and limitations in LLM outputs.