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My definition of agent has always been an LLM with "effectful" tools, run in a loop where the LLM gets to decide when the task is complete. In other words, an LLM with "agency".


This is exactly how I think of it. An agent has three elements: intelligence (LLM), autonomy (loop) and tools to do anything interesting/useful.




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