Unverified50% confidenceSolutionExact time
The Human-in-the-Loop pattern automatically routes cases with confidence below a threshold to a manual review queue.
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50%
Confidence
Long-term
Relevance
9/10/2026
First Seen
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Related Claims
UnverifiedHuman-in-the-Loop is typically implemented through confidence thresholds for tiered processing, where cases above the threshold are executed automatically and those below the threshold are sent for human review.80% similarUnverified跳过访谈环节直接生成往往质量参差不齐，因为模型是在用随机猜测填充用户意图的空白处64% similarUnverifiedApproval thresholds that are too loose lead to loss of control, while thresholds that are too strict forfeit the benefits of automation—this is the core tension in Human-in-the-loop design.62% similarUnverified自动化对抗样本生成面临覆盖率幻觉挑战，自动生成的攻击样本可能数量庞大但高度同质化，遗漏新颖攻击路径62% similar
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