If you’re building or running AI agents and applications right now, you already feel this. AI is moving faster than the guardrails meant to detect threats against it. Generative AI, copilots, and autonomous agents have gone from pilot projects to core business infrastructure in a remarkably short window, and every new AI application creates a new interface attackers can probe, manipulate, or abuse.