Unverified50% confidenceDecision RuleExact time
The prompt must explicitly set up a "human approval" step to prevent the assistant from executing irreversible actions such as posting paid tasks without confirmation.
1
Sources
50%
Confidence
Long-term
Relevance
10/17/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedHuman review is a mandatory step before anything is sent to a client; the workflow only generates drafts or triggers internal reminders, and the accounting staff sends them after confirming.77% similarUnverifiedThis type of automation still requires human oversight when it involves irreversible operations such as sending, payment, and deletion, following the principle of "draft first, let me approve."73% similarUnverifiedThe reservation process retains a manual approval step, where reservation information is only written to the data table and a confirmation message is sent after the manager approves.72% similarUnverifiedWhen implementing Maker-Checker, approval must be enforced where the action is actually executed, not in the agent's own reasoning or in the client UI, and each approval must be bound to a specific action, a specific payload, and single use.71% similarUnverifiedA secure customer service Agent architecture is to have the model responsible only for classification and drafting, with all proposed replies or actions entering an approval queue to be truly executed only after human confirmation.71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1053113API
curl https://kongchang.com/api/v1/knowledge/claims/1053113MCP
get_claim(id=1053113)