LLMs vs. Traditional ML Algorithms - A Pragmatic Comparison
LLMs (like GPT-4) excel in natural language understanding and generation tasks, offering powerful capabilities for processing and generating human language. They are not designed for handling structured data, clustering, image analysis, or ranking structured data tasks, where other machine learning models and algorithms would be more appropriate. But more about that