[KongchangAI]
Unverified50% confidenceOpinionExact time

In large language model-driven Agent scenarios, the Agent can concurrently initiate a large number of operations within seconds, while it usually takes a human tens of seconds to several minutes to complete one meaningful review, which degrades HITL from a control mechanism into an efficiency bottleneck or a formalized signature.

1
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50%
Confidence
Long-term
Relevance
10/15/2026
First Seen

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