Quick Reference: The Guardrail Stack at a Glance
Recall the major layers of an AI guardrail stack and the common objection to each.
PDTH What four guardrail layers should you check first? Think workflow, not just model behavior. A quick stack check Prompt rule vs tool gate Two different layers Both matter, but only one actually removes power from the failure path. “We already have a strong system prompt.” Common guardrail objection A stakeholder assumes one behavioral layer covers the whole stack. Your line That helps with behavior, but it does not replace limits on data, tools, approvals, or monitoring. Equating behavioral guidance with full safety makes missing containment layers invisible. It acknowledges the prompt layer while showing the other missing layers. What…
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