AI security is making the same mistake early endpoint security made: focusing on posture checks (model inventories, access controls, input filters) while neglecting behavioral detection. Just as the EDR era revealed that static controls couldn't keep up with a dynamic attack surface, AI systems — especially autonomous agents and RAG pipelines — require behavioral monitoring of action sequences, data access patterns, and tool invocations. The recommended path forward is to maintain posture work as a baseline, start logging AI behavioral telemetry now, prioritize high-agency surfaces, think in action sequences rather than single events, and integrate AI behavioral signals into SOC workflows.
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