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1. ai-reliability-medication-study ai-reliability-medication-study Public

   Reliability Evaluation of AI-Assisted Medication Decision Systems, With Simulated Analysis of Error Types and Clinical Risks (arxiv:2604.01449)

   Jupyter Notebook

2. fairness-audit-face-recognition fairness-audit-face-recognition Public

   End-to-end fairness audit and mitigation framework for face recognition systems, analysing demographic bias and performance disparities

   Python

3. fairness_metric_disagreement fairness_metric_disagreement Public

   Fairness Disagreement Index (FDI): quantifying inconsistency across fairness metrics in machine learning (arXiv: 2604.15038)

   Python