Unverified50% confidenceFactExact time
WEXTL retains a human approval step, supporting a human-in-the-loop mechanism that brings humans back into the decision chain at critical nodes.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/12/2026
First Seen
Valid until: 1/10/2027
Sources
Related Entities
Related Claims
UnverifiedA human approval gate ensures that a human remains in the loop for critical decisions.76% similarUnverifiedThe Human-in-the-Loop design pattern retains a human confirmation step at critical decision nodes while allowing full automation for low-risk operations.72% similarUnverifiedHuman-in-the-Loop的异步等待需要幂等性设计，网络故障可能导致审批回调被重复投递，系统必须识别并安全忽略重复决策信号70% similarVerifiedAdopting a human-in-the-loop collaborative mode to introduce human checkpoints can avoid the "hallucination cascade" of error accumulation in purely automated generation, forming an iterative loop of generate–review–correct–continue.70% similarVerifiedHigh-risk actions typically require a human-in-the-loop approval mechanism as a safeguard.69% similar
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