PRINCIPLE
AI reasons; deterministic services decide
Use AI for interpretation and reasoning, while keeping permissions, invariants and irreversible actions behind explicit deterministic controls.
AI can interpret evidence and propose actions. Critical business rules, access control, financial invariants and irreversible side effects should still be enforced by deterministic services that are testable and auditable.