Unverified60% confidenceOpinionExact time
When decision-making is handed over to an LLM, the system transforms from a fixed Workflow into a true AI Agent.
2
Sources
60%
Confidence
Long-term
Relevance
8/21/2026
First Seen
Sources
Related Claims
UnverifiedThe job of an LLM is to generate answers, whereas an AI Agent uses an LLM to make decisions and execute actions80% similarUnverified纯智能体（Autonomous Agent）将决策权交给大模型，工作流编排（Workflow）保留决策权在开发者手中77% similarVerifiedAI Agents add a perception-reasoning-action loop on top of LLMs, and are capable of calling external tools such as calendar APIs, email clients, and document editors to complete operations.76% similarUnverifiedWorkflow规则是一种元提示（Meta-Prompt），定义AI在执行任务时必须遵循的行为协议，可纳入版本控制像管理代码一样迭代优化75% similar
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