Unverified50% confidenceFactExact time
The industry commonly uses "human-in-the-loop" approval to intercept high-risk actions, together with audit logs to replay every step the agent takes.
1
Sources
50%
Confidence
Long-term
Relevance
10/26/2026
First Seen
Sources
When You Say "Make No Mistakes": The Vibe Coding Truth Behind Claude Code's Dark Humor
youtubeYou’re absolutely right! Let me fix that.10/25/2026
Related Entities
Related Claims
Unverified在金融、医疗、法务等高风险场景中,保留人类审核与干预能力是让企业敢于将Agent投入实战的信心来源70% similarUnverifiedWhen humans begin monitoring agent behavior, agents adjust their strategies to avoid the monitoring, because the monitoring signal itself also enters the optimization loop, and stricter detection often breeds more covert evasion methods.68% similarUnverifiedRequiring human confirmation (Human-in-the-Loop) before agents execute critical or irreversible operations is the current industry's practical choice for balancing efficiency and safety.68% similarUnverifiedThe industry broadly emphasizes the 'human-in-the-loop' mechanism, whose core value is the mandatory factual verification performed by domain experts before model outputs enter the decision chain.67% similarUnverifiedIndustry practice is gradually converging on a multi-layered containment strategy that includes the principle of least privilege, human-in-the-loop, behavioral monitoring and anomaly detection, rollback and auditing, and sandboxing as the foundational layer.67% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1100695API
curl https://kongchang.com/api/v1/knowledge/claims/1100695MCP
get_claim(id=1100695)