Verified65% confidenceSolutionExact time
The plan-then-execute pattern uses one reasoning step to produce a plan and then a separate execution step to follow it, which reduces model drift or self-contradiction on execution details.
3
Sources
65%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
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Related Claims
UnverifiedIn the Plan-and-Execute pattern, the model first produces a complete plan in one go, and then the harness executes it step by step; controllability is strong, but when plan quality is poor, the whole thing fails.78% similarUnverified将推理轨迹与行动步骤交替结合，比单纯的行动序列或单纯的推理链取得更好效果77% similarVerifiedFrameworks matter far less than patterns; patterns that continue to be effective include plan-then-execute, separating retrieval from reasoning, and explicit handoffs.76% similarVerifiedTool calling allows models to dynamically invoke external functions during inference and incorporate execution results into the context of subsequent reasoning, forming a closed loop of perception, decision-making, and execution.76% similarUnverifiedAsynchronous tool calls allow the model to continue processing other logic while waiting for a tool to return results, without blocking the entire inference pipeline.76% similar
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