Policy and Instruction Enforcement

Separate behavioral guidance from controls that must remain enforceable outside the model.

Instructions shape model behavior, but a model is not a policy enforcement point. High-value constraints—permissions, transaction limits, data boundaries, and approval requirements—must also exist in deterministic application layers.