Unverified50% confidenceFactExact time
Common implementations of planning include ReAct (Reasoning + Acting) and Chain-of-Thought reasoning chains.
1
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50%
Confidence
Long-term
Relevance
9/20/2026
First Seen
Sources
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Related Claims
VerifiedThe ReAct (Reasoning + Acting) framework enables models to alternately perform reasoning and action.79% similarUnverifiedThe perception→reasoning→invocation→feedback loop of function calling is the engineering implementation of the ReAct (Reasoning + Acting) framework.79% similarUnverifiedReAct establishes an alternating execution protocol between reasoning traces and actions, writing observations returned by tools into the context before the next round of reasoning, laying the theoretical foundation for mainstream agent frameworks such as LangChain, AutoGPT, and Claude tool calling.78% similarUnverifiedReAct combines reasoning and action, allowing the model to alternately generate natural language reasoning steps and concrete actions within a trajectory, making errors traceable and correctable.78% similarUnverifiedReAct has evolved into multiple variants such as Plan-and-Execute, Reflexion, and Tree of Thoughts.77% similar
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