Unverified50% confidenceFactExact time
The job of an LLM is to generate answers, whereas an AI Agent uses an LLM to make decisions and execute actions
1
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50%
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Long-term
Relevance
10/5/2026
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Related Claims
UnverifiedWhen decision-making is handed over to an LLM, the system transforms from a fixed Workflow into a true AI Agent.80% similarUnverified现代LLM Agent的多智能体系统采用Orchestrator-Worker模式，主智能体负责任务分解与结果聚合，工作智能体执行原子化子任务76% similarVerifiedThe technical essence of Agent-type tools is an LLM-based autonomous decision-making loop, i.e., the ReAct framework (Reasoning → Action → Observation → Re-reasoning).75% similarUnverifiedThe agent paradigm refers to upgrading LLMs from question-answering systems to executors capable of autonomous planning, tool invocation, and continuous interaction with the environment.75% similar
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