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From ChatGPT to AI Agent: A Deep Dive into the Underlying Logic of Agents
AI Agents
2025-10-21

From ChatGPT to AI Agent: A Deep Dive into the Underlying Logic of Agents

This article argues that the qualitative leap in AI Agent capability stems less from the raw intelligence of the Large Language Model (LLM) and more from the effective "cognitive workflow" designed around it. By contrasting a standard Chatbot’s static, one-shot generation with an Agent’s dynamic, iterative process, the piece establishes a crucial shift in AI application development.

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