Unverified50% confidenceOpinionExact time
The most fundamental distinction between Agent and traditional workflows is autonomy.
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
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Related Claims
VerifiedAgent的核心公式为：Agent = 大模型 + 工具调用 + 自主决策能力74% similarUnverifiedWorkflows pursue predictable, debuggable, and reproducible execution paths, while Agents pursue autonomy to flexibly handle unknown scenarios.73% similarUnverifiedFollowing the 'full autonomy' wave of 2023-2024, an increasing number of voices across academia and industry are emphasizing that truly deployable Agent systems must balance autonomy and controllability.73% similarUnverifiedAgents possess three core capabilities—autonomous planning, autonomous execution, and environmental interaction—which are the fundamental characteristics that distinguish Agents from ordinary LLM applications.72% similarVerifiedAutonomous Agents possess a complete closed-loop capability encompassing perceiving the environment, formulating plans, executing actions, observing results, and iteratively correcting course.71% similar
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