Security testing by Mandiant illustrates an important approval-laundering pattern: an AI assistant can be told that a sensitive operation is part of an authorized exercise and then be given technically valid credentials for an external destination.
The problem is not whether the agent understood the words. It is whether a statement inside a prompt can become enterprise authority.
It cannot.
Authority claims require resolution
Claims such as “security approved this,” “the CISO authorized it,” or “this is an emergency” should be treated as unverified authority claims requiring resolution against authoritative enterprise sources.
They should never compile directly into AUTHORIZED=true.
The GitHub implication
For GitHub, the distinction is especially clear. Valid credentials, an approved domain and a technically successful push do not prove that the enterprise authorized proprietary code to cross into an external organization.
The system needs to resolve the actual principal, mandate, delegation, target and proposed effect before allowing the transfer.
An assertion of authority is not authority.
Sources
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