Expired85% confidenceFactExact time
If the accuracy per step is 95%, after 20 steps the overall accuracy will drop to approximately 36%.
5
Sources
85%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
This claim has expired. It is kept for the record and no longer describes the current state.
Valid until: 9/30/2026(expired)
Sources
A Practical Guide to Loop Engineering: Pain Points and Solutions in Automated AI Coding Workflows
bilibiliAI_Express6/18/2026
Related Claims
VerifiedIn 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.80% 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%77% similarUnverifiedLID accuracy at switching points is typically 10–20 percentage points lower than LID accuracy at non-switching points.77% similarUnverifiedIn a 10-step automated process where AI achieves 95% accuracy per step, the overall success rate drops to approximately 60% (0.95^10 ≈ 0.60), demonstrating the 'error accumulation effect'.76% similarVerifiedReAct'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.75% similar
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