Vol. 1 No. 1 (2026): Volume 1, Issue 1 (2026)

Articles

• DBSD: A Geometric and Regulatory Framework for Inference Bias in AI

  Yair Oppenheim (Author)

  1-10

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• Quantifying Estimate Saturation through Mathematical Reliability Theory: An Application to Medical Scheme Member-Movement Data in South Africa, 2014–2024

  Michael Mncedisi Willie (Author)

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• From Statistical Fairness to Semantic Fairness: The DBSD Framework for Representation- Space Bias Mitigation in Large Language Models

  Yair Oppenheim (Author)

  1-23

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