Verified75% confidenceFactExact time
ReAct's errors amplify in a chain: if the accuracy per step is p, the overall success rate after n steps is approximately p to the power of n; with a per-step accuracy of 95%, the overall success rate drops to approximately 59.9% after 10 steps and only 35.8% after 20 steps.
5
Sources
75%
Confidence
Long-term
Relevance
7/6/2026
First Seen
Sources
The Real Risk of AI Agent Deployment: Not Going Rogue, But Being Too Obedient
bilibili码走日同学7/3/2026
Related Claims
UnverifiedThe overall success rate of an n-step trajectory is the nth power of the per-step success rate p (p^n), which is the exponential decay of compound probability.76% similarVerified如果一个10步操作中每步准确率为95%，整体成功率仅约60%76% similarVerifiedIn long-chain tasks, if each step has an error rate of approximately 5%, the overall success rate may drop to below 36% after 20 steps.75% similarUnverified每步60%准确率意味着连续5步后整体成功率约为7.8%（0.6的5次方）75% similar
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