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AI IntelligenceAug 19, 2026AI Intelligence
Article

Runtime Governance for Agentic AI

Action-Boundary Control with Trusted Provenance and Fail-Closed Execution: Agentic AI systems request tool actions that can modify files, send messages, launch jobs, or change workflow state. This shifts the safety problem from harmful text generation to harmful operational side effects. Prompt-level governance can shape model behavior, but it does not create an execution boundary. We introduce Aegis, a runtime governance system...

Frontier EditorialSource: arXiv
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Runtime Governance for Agentic AI: Action-Boundary Control with Trusted Provenance and Fail-Closed Execution: Agentic AI systems request tool actions that can modify files, send messages, launch jobs, or change workflow state. This shifts the safety problem from harmful text generation to harmful operational side effects. Prompt-level governance can shape model behavior, but it does not create an execution boundary. We introduce Aegis, a runtime governance system...