Unverified50% confidenceTradeoffExact time
The core challenge of HOTL design lies in precisely defining blocking conditions: conditions that are too loose will frequently interrupt humans, while conditions that are too strict may allow the agent to go too far in the wrong direction before being caught.
1
Sources
50%
Confidence
Long-term
Relevance
10/6/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedHuman-in-the-Loop的挑战在于设计恰当的确认粒度——太频繁会打断工作流降低效率，太稀少则失去安全保障意义69% similarUnverifiedSecurity isolation design should assume that models will attempt to escape, follow the assume-breach principle, and build a defense-in-depth architecture.66% similarUnverifiedBetween "acceleration" and an "uncontrolled intelligence explosion" lie constraining factors such as compute bottlenecks, data limitations, and physical-world feedback loops.65% similarUnverified级联架构面临的核心挑战是误差传播，上游模型的偏差会被放大传递到下游65% similarUnverifiedTool invocation introduces new risk surfaces; once permission boundaries are poorly designed, agents may execute operations beyond what was intended.65% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/979476API
curl https://kongchang.com/api/v1/knowledge/claims/979476MCP
get_claim(id=979476)