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Model guardrails can create false positives that block legitimate defensive work. This turns safety controls into an operational dependency for incident response.

Impact: Enterprises need fallback model routing to maintain triage speed. Security teams should treat model availability as a business continuity requirement.

— from AI Guardrails and Agentic Software Reshape Enterprise Security · a16z Podcast· Aug 18, 2026