Setting The Standard: Why AI Guardrail Efficacy Testing Can't Wait
F5, Wednesday, March 18th, 2026
AI is moving fast. Faster, in many cases, than the security controls designed to govern it.
Enterprises are deploying generative AI, agentic systems, and AI-assisted workflows at a pace that consistently outstrips formal security review. Business units are moving ahead, and security leaders are left trying to close gaps that are widening in real time.
In the middle of all this urgency, there's a problem that doesn't get enough attention: We don't yet have broadly accepted, rigorous standards for evaluating whether AI security controls actually work.