Unverified50% confidenceFactExact time
这类系统多采用人在回路或人在回路之上的设计,由人类操作员做出攻击决策并选定目标,AI仅负责末段追踪与撞击
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
8/5/2026
First Seen
Valid until: 11/3/2026
Sources
Related Claims
Unverified验证机制将AI从开环控制转变为闭环控制,形成执行→观察→修正的完整反馈回路73% similarUnverified人工介入节点体现了Human-in-the-Loop(HITL,人机回路)范式,在关键决策点保留人工判断以防范模型幻觉、权限滥用等风险72% similarUnverified任何自主循环系统都需要人类在关键决策节点介入,即 Human-in-the-Loop(人在回路中)设计原则71% similarUnverifiedAI安全领域的「人在回路」(Human-in-the-Loop,HITL)原则要求在关键决策节点设置人工检查点71% similarUnverified相比LangChain原生的AgentExecutor,LangGraph能更精细控制多步骤任务的状态持久化、错误重试和人机交互介入点71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/687703API
curl https://kongchang.com/api/v1/knowledge/claims/687703MCP
get_claim(id=687703)