Unverified50% confidenceSolutionExact time
A sound Agent approval architecture should set two pause points: one centered on evidence and decision-making, and another immediately before the execution of external actions
1
Sources
50%
Confidence
Long-term
Relevance
10/3/2026
First Seen
Sources
Related Entities
Related Claims
Unverified对于不可逆操作业界普遍建议采用确认-执行两阶段模式：Agent生成操作计划并暂停，等待人工确认后执行77% similarVerifiedWhen authorizing an Agent to perform high-risk operations, a manual confirmation step should be established, where the Agent proposes the plan and humans retain final execution authority (human-in-the-loop mechanism).76% similarUnverifiedDecoupling the Agent's decision phase from its execution phase allows the Agent to first output a structured action plan, which can be independently asserted, reviewed, and replayed without triggering execution.75% similarUnverifiedMost mainstream Agent frameworks currently provide basic human intervention hooks, but there remain significant gaps in the two engineering challenges of reliably reaching approvers and satisfying compliance auditing.73% similarUnverifiedHaving Agents handle analysis and drafting work while leaving the final judgment to humans is a pragmatic middle path that balances Agent productivity with safety boundaries72% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/969451API
curl https://kongchang.com/api/v1/knowledge/claims/969451MCP
get_claim(id=969451)