Unverified60% confidenceSolutionExact time
In actual engineering, a maximum number of iterations (Max Iterations) is typically set for the ReAct loop to prevent the Agent from entering an infinite loop or consuming excessive resources
2
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60%
Confidence
Long-term
Relevance
9/6/2026
First Seen
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Related Claims
UnverifiedWhen implementing ReAct in engineering, you must set a maximum number of loop steps to prevent infinite loops, Observation should be truncated or summarized to control context length, and a fallback strategy for when tool calls fail must be handled.80% similarUnverifiedThe cost of ReAct is that each loop adds one model call, with latency and token consumption growing linearly with the number of steps, so real systems typically set a maximum number of iterations and early-termination conditions.79% similarUnverifiedIn classic paradigms such as ReAct, tool-call decisions are made by the same large model, and when the task chain is long the loop can run dozens to hundreds of rounds, with latency and cost accumulating linearly.77% similarUnverified推理-行动循环（ReAct Loop）可以持续多轮，AI分析状态、决定调用工具、获取结果后再规划下一步直至任务完成75% similarUnverified在Agent应用中，每一轮推理-行动-观察循环都需要将完整历史上下文重新输入模型，导致Token消耗随任务复杂度呈非线性增长75% similar
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