Unverified50% confidenceFactExact time
Even if each node is 99% reliable, 30 nodes connected in series yield an overall success rate of only about 74% (availability declines following a multiplicative effect).
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
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Related Claims
UnverifiedIf a browser Agent has an independent per-step success rate of 99%, the overall success rate of a trajectory spanning 100 steps is approximately 36%.72% similarUnverifiedFor a task that sequentially calls 5 APIs, even if the success rate of each step is 95%, the overall success rate drops to approximately 77%.69% 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.67% similarUnverifiedAfter matched supervised training, model performance improved to 99.8%, while removing the relational links caused accuracy to plummet to 23.4%, even below the best shortcut's 27.0%.67% similarUnverified即使单步准确率高达99%，在300步生成后完全一致的概率也仅为(0.99)^300≈4.9%67% similar
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