Bias Neutralization Framework: Measuring Fairness in Large Language Models with Bias Intelligence Quotient (BiQ). - Malur Narayan; John Pasmore; Elton Sampaio; Vijay Raghavan; Gabriella Waters (CoRR, 2024)

Bias recognition and mitigation strategies in artificial intelligence healthcare applications. - Fereshteh Hasanzadeh; Colin Bruce Josephson; Gabriella Waters; Demilade Adedinsewo; Zahra Azizi; James A. White (npj Digit. Medicine, 2025)

AI Biases as Asymmetries: A Review to Guide Practice. - Gabriella Waters; Phillip Honenberger (CoRR, 2025)

Decisional value scores: A new family of metrics for ethical AI-ML. - Gabriella Waters; William Mapp; Phillip Honenberger (AI Ethics, 2025)

Reality Check: A New Evaluation Ecosystem Is Necessary to Understand AI's Real World Effects. - Reva Schwartz; Rumman Chowdhury; Akash Kundu; Heather Frase; Marzieh Fadaee; Tom David; Gabriella Waters; Afaf Taik; Morgan Briggs; Patrick Hall; Shomik Jain; Kyra Yee; et al. (CoRR, 2025)

Testing, Evaluation, Verification and Validation (TEVV) of Digital Twins: A Comprehensive Framework. - Gabriella Waters (CoRR, 2025)

Uncanny or Not? Perceptions of AI-Generated Faces in Autism. - Gabriella Waters (CoRR, 2025)