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  5. Agentic Insider
Safety & Alignmentaka AI insider riskaka agent insider threat

Agentic Insider

An agentic insider is an AI agent deployed inside an organization that holds access to data, tools and systems and can act in critical processes, so it carries the risks of a trusted insider.

Ask Melo about this← all terms

Microsoft's security chief used the term in October 2026 to argue that agents are trusted by default because the company deployed them, yet can behave unpredictably, adapt to context and collaborate with other agents without being compromised. The proposed response is containment outside the model: a distinct identity per agent, least-privilege permissions, continuous monitoring and supervision of each action.

Related terms

AI GuardrailsReward HackingPrompt InjectionSafety EvaluationAgent IdentityAI Safety

Where Agentic Insider comes up

  • Microsoft: Treat AI Agents as Insiders. Project Perception and Guardian Agents Explained
  • Humans Are No Longer the Only Users: How AI Agents Are Rewriting the Web, Software and Security