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AI Agent vs AI Application: Understanding the Differences. Artificial Intelligence (AI) has revolutionized technology, but terms like AI agents and AI applications often create confusion. Let’s explore the critical differences and unique roles of each. What is an AI Agent? An AI agent is a software entity designed to perform tasks autonomously.