LLMs and AI Agents: Different Roles in Modern AI LLMs and AI agents should not be treated as interchangeable technologies. A language model provides core language capabilities, while an agent adds mechanisms for decision-making, tool use, task execution, and interaction with external systems. Compare Their Roles in AI Development: https://vegavid.com/blog/ai-agents-vs-llms-vs-agentic