Agents, AI, Generative Ai Tools, Multi Agent Systems, Agentic Ai.
level, when comparing MAS and LLMs, several key differences in their design, capabilities, and operational philosophies should be noted. Agent-based systems typically involve a single LLM model that acts as an agent, performing multiple tasks, making decisions, and interacting with its environment