When AI Agents Go Off Script

Traditional static guardrails and signature-based detections are insufficient because AI can pursue legitimate goals through unintended or malicious pathways. This shift necessitates a focus on behavioral security, which monitors sequences of activity to identify anomalies in real time. Specific risks are explored in the context of stadium operations and enterprise infrastructure, where "shadow AI" and automated integrations expand the potential attack surface. Ultimately, the articles advocate for a context-driven defense model that prioritises understanding how AI systems behave over merely validating their access permissions.