Verified65% confidenceFactExact time
Under the ReAct paradigm, the model goes through a Thought → Action → Observation cycle at each step, with each cycle constituting one complete LLM call.
3
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65%
Confidence
Long-term
Relevance
9/4/2026
First Seen
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Related Claims
Unverified在ReAct循环中，LLM每一步输出Thought→Action→Observation三元组，Observation来自工具执行的真实反馈80% similarUnverifiedReAct的核心思想是让LLM形成Thought→Action→Observation的循环78% similarVerifiedReAct requires the model to explicitly output a "Thought—Action—Observation" triplet at each step, forming a traceable decision trajectory.78% similarVerifiedThe ReAct framework forms a three-part cycle of Thought → Action → Observation, which differs from Chain-of-Thought (CoT) that reasons only within the model internally.77% similarUnverifiedThe reasoning loop contains three phases—Thought, Action, and Observation—and each iteration requires feeding the complete historical context back into the model, causing token consumption to grow in a stepwise fashion.77% similar
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