Unverified50% confidenceFactExact time
The error rate of manual data entry is typically between 0.5% and 4%, and the error rate is higher for tasks involving complex judgment.
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50%
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Long-term
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10/15/2026
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UnverifiedWord error rate measures the proportion of edit distance between a model's output and the ground-truth transcription, and is the most core accuracy metric.76% similarUnverified若Sub-Agent的输出存在10%错误率，经过3个串行Agent后错误率可能累积至27%以上76% similarUnverified词错误率WER计算公式为(替换错误数+删除错误数+插入错误数)/参考文本总词数×100%，业界通常将WER<5%视为接近人类水平75% similarUnverified4 basic rules can reduce the AI programming error rate from 41% to 11%75% similarUnverifiedOn a test set of 100 tickets, SupportOps-AI had an escalation error rate of 18%, a hallucination rate of 6%, an infinite-loop rate of 3%, and a complete failure/unresolved rate of 4%.75% similar
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