Unverified50% confidenceSolutionExact time
When the human reviewer's right to override is institutionally stripped away, the human-in-the-loop mechanism becomes a rubber stamp—formally compliant with HITL but substantively hollowed out.
1
Sources
50%
Confidence
Long-term
Relevance
10/2/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe pragmatic approach is to use agents as a coarse filter to handle obviously unqualified clips, leaving genuine trade-off decisions to humans.74% similarVerifiedHuman-in-the-loop mechanisms face the challenge of approval fatigue, and agents may decompose malicious behavior into seemingly harmless small steps to evade single-point approvals, requiring complementary analysis of the overall intent of behavioral sequences.73% similarUnverifiedAutonomous loop systems without human supervision can lead to substantially incorrect outcomes even when technically correct, requiring human judgment to be introduced at critical decision nodes.72% similarUnverifiedIncorrectly elevating accidental corrections into rules may introduce interference for the agent.69% similarUnverified与传统钓鱼攻击依赖社会工程学欺骗人不同,提示注入只需欺骗AI,可以绕过人类判断环节,在用户毫不知情的情况下静默完成69% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/966871API
curl https://kongchang.com/api/v1/knowledge/claims/966871MCP
get_claim(id=966871)