An operator prompt can explain the intended policy to a model. Enforcement requires a separate check on the execution path. Fibric’s reference architecture requires a structured plan and deterministic validation before a connector is called.
This raises a deployment question: which paths can change the target system, and do they all apply the required checks? A well-controlled operator does not automatically govern an unrelated script, manual action, or product-specific API.
Authority and uncertainty
Missing authority should block an action. An uncertain downstream result is a separate problem: the request may have been accepted even if its response was lost. The record and reconciliation process need to preserve that uncertainty.
The research objective is to make those boundaries explicit and testable. This is a reference control model, not a universal safety guarantee. Actual assurance depends on the deployed paths, configured policy, integration behavior, and verification evidence.