Guardrails vs execution authorization

Content filters reduce unsafe text; they do not retract a wire transfer that already left the gateway.

NeMo Guardrails, LlamaGuard, and similar layers operate on generation and prompts. TrigGuard evaluates structured execution frames immediately before side effects.

Both layers are useful; they are not interchangeable.