AINeutralarXiv – CS AI · 11h ago7/10
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Towards Adaptive Categories: Dimensional Governance for Agentic AI
Researchers propose a dimensional governance framework for AI systems that tracks decision authority, process autonomy, and accountability across human-AI relationships rather than relying on static risk categories. This adaptive approach enables proactive risk management by monitoring system movement toward critical thresholds, offering a more flexible alternative to traditional categorical governance as AI capabilities evolve.