Expired75% confidenceOpinionTime unknown
The experimental conclusions point to a 'Human-on-the-Loop' semi-autonomous operating model as the best practice under current technological conditions.
1
Sources
75%
Confidence
Medium-term (~90 days)
Relevance
6/1/2026
First Seen
Valid until: 8/30/2026(expired)
Sources
Related Entities
Related Claims
UnverifiedAny autonomous loop system requires human intervention at critical decision nodes, which is the Human-in-the-Loop design principle.74% similarUnverifiedThe autonomous loop mode has progressed from an experimental concept to a standard feature of mainstream tools.70% similarUnverified「人在回路」(Human-in-the-Loop)概念的根源可追溯至控制论(Cybernetics)和自动化工程领域69% similarUnverified斯坦福HAI研究所的多项研究表明,人机协作(Human-in-the-loop)架构在创意和判断密集型任务中持续优于全自动化流程69% similarUnverifiedThe Copilot mode better conforms to the Human-in-the-Loop principle, can reduce the risk of AI errors, and keeps human skills from atrophying due to over-reliance68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/22074API
curl https://kongchang.com/api/v1/knowledge/claims/22074MCP
get_claim(id=22074)