Unverified50% confidenceOpinionExact time
Most security-sensitive systems favor a Fail-Closed degradation strategy, supplemented by mitigations such as automatic escalation on timeout and backup approval channels.
1
Sources
50%
Confidence
Long-term
Relevance
10/15/2026
First Seen
Sources
withHuman: Building a Human Approval Layer for AI Agents
producthuntProductHunt Daily10/15/2026
Related Entities
Related Claims
UnverifiedCommon engineering mitigation approaches combine exponential backoff with the circuit breaker pattern, where the former prevents retry storms and the latter proactively degrades service when it remains persistently abnormal.75% similarUnverifiedDesigning safety measures in parallel with capability improvements may slow development speed, but can effectively reduce systemic risk.75% similarVerified多代理系统存在失控的递归调用、协调开销激增和错误逐层放大（级联失败）的隐患74% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1035955API
curl https://kongchang.com/api/v1/knowledge/claims/1035955MCP
get_claim(id=1035955)