LLMs like GPT-3 and the anticipated GPT-4 have significantly more parameters compared to earlier models. This allows them to better understand and generate natural language. They also have improved fine-tuning capabilities, enabling them to learn more from less data and adapt more effectively to specific tasks or domains.