AINeutralarXiv – CS AI · 4h ago6/10
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Beyond Static Sandboxing: Learned Capability Governance for Autonomous AI Agents
Researchers introduce Aethelgard, an adaptive governance framework that addresses the capability overprovisioning problem in autonomous AI agents by dynamically restricting tool access based on task requirements. The system uses reinforcement learning to enforce least-privilege principles, reducing security exposure while maintaining operational efficiency.