#adaptive-governance News & Analysis

2 articles tagged with #adaptive-governance. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · Jun 237/10

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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.

AIBullisharXiv – CS AI · Mar 167/10

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Human-AI Governance (HAIG): A Trust-Utility Approach

Researchers introduce the Human-AI Governance (HAIG) framework that treats AI systems as collaborative partners rather than mere tools, proposing a trust-utility approach to governance across three dimensions: Decision Authority, Process Autonomy, and Accountability Configuration. The framework aims to enable adaptive regulatory design for evolving AI capabilities, particularly as foundation models and multi-agent systems demonstrate increasing autonomy.