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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Vincent Wolowski

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Jul 2026

Democratizing Agent Deployment Safety: A Structural Monitoring Approach

An Information Flow Graph monitor is introduced that analyzes structural security regressions using control-flow and data-flow graph diffs alongside raw code diffs and suggests that untrained structural monitors provide a practical and auditable path toward democratizing deployment safety for organizations seeking trustworthy adoption of advanced AI agents.

Preeti Ravindra, Rahul Tiwari, Vincent Wolowski · 1 citation · ⚡1

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