Enterprise AI is changing from software that primarily generates information to software that can take action. AI agents can call APIs, invoke tools, access files and credentials, communicate over networks and interact directly with business systems. That capability is useful precisely because it gives agents more reach and more authority. It also changes what enterprises need to secure.Model safeguards remain important, but they cannot carry the entire security burden. Once an agent can act on enterprise systems, security must extend beyond what the model is instructed to do. Organizations al
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