Unverified50% confidenceFactExact time
According to the properties of the binomial distribution, detecting a 5% failure rate with 95% confidence requires at least approximately 60 independent runs.
1
Sources
50%
Confidence
Long-term
Relevance
8/8/2026
First Seen
Sources
AI Agent 95%成功率陷阱：为什么一次错误预约就该阻止发布
Related Claims
UnverifiedA 95% confidence level means that if the same methodology were used to conduct 100 surveys, approximately 95 of them would produce results falling within the margin of error.77% similarUnverifiedThe accuracy data in the test has an error margin of approximately ±8–10 percentage points at n=100 sample size (based on a 95% confidence-level binomial confidence interval).73% similarUnverifiedTreating every failure as an equally weighted deduction is a serious evaluation pitfall, as an average score of 95% can mask the most costly and irreversible failures within that 5%.72% similarUnverifiedFor a long-running task with a single-run success rate of only 85%, there will be 4–5 failures per month; raising it to 99% results in fewer than 1 expected failure per month, which approaches enterprise-level availability standards.72% 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%71% similar
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