Unverified50% confidenceFactExact time
Looper adopts a human-in-the-loop design, where all external content (emails, content suggestions, code changes) must be confirmed by the team before publishing.
1
Sources
50%
Confidence
Long-term
Relevance
10/24/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe human-in-the-loop approval mechanism means key actions must be confirmed by a human before execution; Tend's approach is "pre-execution approval", where the AI completes information gathering and draft generation, pushes the items awaiting confirmation to the user, and only calls the corresponding API after the user confirms.72% similarUnverifiedHuman-in-the-loop should be introduced for all active operations, with the MCP client displaying the exact command and awaiting manual approval before execution.72% similarUnverified对于不可逆或影响第三方的关键操作,开发者应设置人工审批(human-in-the-loop)机制71% similarUnverifiedOpenPilot requires explicit user approval before executing sensitive operations, adopting a human-in-the-loop design.67% similarUnverifiedWikiFix adopts a human-in-the-loop design, first monitoring to identify issues and proposing fix suggestions, then executing only after human approval.66% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1093328API
curl https://kongchang.com/api/v1/knowledge/claims/1093328MCP
get_claim(id=1093328)