Unverified50% confidenceSolutionExact time
When an Agent determines that tools are no longer needed, it is essentially judging that the existing information is sufficient to complete the task; if the output at this point is unsatisfactory, it can be resolved by switching to a more capable model.
1
Sources
50%
Confidence
Long-term
Relevance
9/25/2026
First Seen
Sources
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Related Claims
Unverified只有当任务路径需要根据中间结果动态变化时，Agent的自主决策能力才真正有价值80% similarUnverified工具调用的稳健性往往比模型本身的参数规模更能决定agent在真实生产任务中的成功率80% similarUnverifiedTasks with clear processes and decomposable steps are suitable for Agents to complete autonomously, while scenarios requiring subjective judgment or with extremely low tolerance for errors still require human intervention.77% similarUnverifiedThe quantity and quality of tools directly determine the upper limit of an Agent's practical capabilities, and an Agent without tools can only reason at the linguistic level.77% similarUnverifiedWhen Agent results deviate, the completeness of the context should be examined rather than rushing to adjust the prompt.77% similar
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