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ThesisGuardrails vs Governance: They Are Not the Same ThingGuardrails constrain what your AI does in the moment. Governance proves what it did after the fact. Why you need both and confusing them costs you deals.EngineeringHow to Build Guardrails Into an AI ProductEngineering guardrails as a first-class layer: input validation, output checks, refusal behavior, and audit trails that block damage instead of embarrassment.
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