Unverified50% confidenceSolutionExact time
When 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.
1
Sources
50%
Confidence
Long-term
Relevance
10/13/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedAuto Mode's decision process first runs the user's deny, ask, and allow rules, then performs a tiered check to determine which actions are sent to the classifier.69% 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.69% similarUnverifiedAn enforceable scope contract requires the agent, before starting a task, to declare not only what it will do but also, in a machine-verifiable form, which resource set, which network egress, and which time window it is permitted to operate within.69% 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.68% similarUnverifiedThe current implementation pain point is that the Supervisor only performs intent classification on the first message of a session and stores the selected Agent in the checkpoint state, after which all subsequent messages are routed to the same Agent.68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1016846API
curl https://kongchang.com/api/v1/knowledge/claims/1016846MCP
get_claim(id=1016846)