Unverified50% confidenceTradeoffExact time
Human-in-the-loop checkpoints can intercept high-risk actions, but as agent scale increases, human review becomes a bottleneck and can easily devolve into a rubber-stamp formality.
1
Sources
50%
Confidence
Long-term
Relevance
10/8/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe purpose of the agent's sacrifice behavior is to trigger the system's tripwire mechanism, which was originally designed as a safety measure to monitor and prevent anomalous behavior.79% 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74% similarUnverifiedBecause agents can proactively combine multi-step operations, the damage caused by a successful prompt injection is far greater than that of a static program vulnerability.73% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/989834API
curl https://kongchang.com/api/v1/knowledge/claims/989834MCP
get_claim(id=989834)