AINeutralarXiv – CS AI · 6h ago6/10
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Update Opacity: Epistemic Accessibility and Governance Under AI System Change
Researchers propose a governance framework addressing 'update opacity'—the problem that AI system updates can change outputs without users understanding why. The framework combines EU AI Act requirements with Machine Learning Operations tools to enable threshold-based disclosure of materially relevant changes to stakeholders, using trustworthiness profiles to determine what information different parties need.