AI RESEARCH
Update Opacity: Epistemic Accessibility and Governance Under AI System Change
arXiv CS.AI
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ArXi:2606.00037v1 Announce Type: cross Machine learning models embedded in deployed AI systems are routinely updated to maintain correct functioning over time. Yet such updates can generate update opacity: users may not be able to understand why the same input now yields a different output.