Unverified50% confidenceFactExact time
持久化记忆是实现人工介入（Human-in-the-Loop）和断点续传的核心机制，Agent 暂停时状态被持久化，审批完成后可从中断处恢复
1
Sources
50%
Confidence
Long-term
Relevance
7/23/2026
First Seen
Sources
Related Claims
Unverified持久化记忆指AI系统在多次会话或任务执行之间保留上下文信息的能力76% similarUnverifiedMemPalace periodically reminds the AI to save key memories through a Hooks mechanism and triggers an emergency save before the context is about to be compressed.74% similarVerifiedIn LangGraph, HITL (Human-in-the-Loop) is implemented through a breakpoint mechanism, where the Agent pauses at a node, serializes and persists the state, and resumes execution after human confirmation72% similar
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