Unverified50% confidenceFactExact time
When single-step accuracy is 96%, the system success rate after 30 chained steps is about 29%.
1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen
Sources
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Related Claims
UnverifiedEven 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).77% similarUnverifiedIf 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%.75% 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%75% similarUnverifiedAfter introducing a gating mechanism based on the measurement metrics, accuracy improved from 20.7% to 36.9%, while the system still answered half of all comparisons.74% similarUnverifiedCompared with the approach of "fine-tuning every sub-step", AdaRSI achieved a slightly higher success rate while consuming only 28% of the GPU time and 22% of the self-collected demonstration data.72% similar
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