LLMs vs Agents – Let’s Define It However, ChatGPT does not actively make decisions or take actions on its own; it simply responds to the prompts given by the user. On the other hand, an AI agent is an autonomous entity that can perceive its environment, process information, and take actions to achieve specific goals.