Unverified50% confidenceFactExact time
In the signed record, the approval event precedes the tool request event, thereby proving that the tool ran only after human approval.
1
Sources
50%
Confidence
Long-term
Relevance
11/1/2026
First Seen
Sources
LoopGrid + OpenAI Agents SDK: Adding Human Approval and Verifiable Records to AI Operations
youtubeLoopGrid10/29/2026
Related Entities
Related Claims
UnverifiedThe pre-tool-call check must be executed inline at the tool boundary—meaning the decision is made before the call, not after the result is returned.73% similarUnverifiedThe skill file requires that the test plan be confirmed with the user before generating tests, and execution only continues after confirmation is received.69% similarUnverifiedPermission checks at the tool-call layer are more critical, and agents should be forced to require human confirmation or secondary authorization before performing sensitive operations, especially in scenarios involving write operations, external communication, and credential use.67% similarUnverifiedBefore a tool is executed, the system must at minimum check four things: whether the tool exists, whether the parameters are valid, whether the current identity has permission, and whether the operation is within the scope permitted by the task.67% similarUnverifiedAuthorization credentials should be bound to the full content of the specific action (parameters, target, context), and when the executor verifies, it checks whether the action about to be executed is consistent with the action at the time the credential was issued, in order to prevent parameter substitution.67% similar
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