AI agents are advanced AI systems that demonstrate autonomy and independent thinking, unlike traditional AI. Using an analogy of waiters, one represents a traditional AI, while the other, an AI agent, provides personalized suggestions and adapts to user preferences. AI agents utilize tools like APIs to enhance their functionality and decision-making.