Unverified50% confidenceFactExact time
Agent-driven architectures are commonly referred to as ReAct or Plan-and-Execute patterns, and have matured rapidly in recent years as LLM capabilities have improved.
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Relevance
10/9/2026
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Related Claims
VerifiedPlan-and-Execute和ReAct是当前Agent领域两种代表性的规划范式73% similarUnverifiedLLM驱动的Agent经历了三代范式变迁：第一代是提示模板，第二代引入Function Calling机制，第三代以ReAct框架为代表实现自主推理72% similarVerifiedThe ReAct (Reasoning + Acting) paper published in 2022 demonstrated that having LLMs alternate between reasoning and acting can significantly improve task completion rates, laying the design foundation for current mainstream agent frameworks.70% similar
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