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Alina Wernick

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Preprint Aug 2026

Law of Large Numbers: Accuracy as Statistical Measure for AI Compliance and Competition

The machine learning community progresses (in part) by improving the"accuracy"of its systems. The EU AI Act explicitly refers to"accuracy"as part of its compliance measures for high-risk AI systems. Are we talking about the same thing? This work presents"accuracy"as a case-study for differing requirements of social wor...

Rabanus Derr, Alina Wernick, Robert C. Williamson · 0 citations

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