David Kinney

David Kinney is an Assistant Professor in the Department of Philosophy and Philosophy-Neuroscience-Psychology (PNP) at Washington University in St. Louis. His research bridges formal epistemology, causality, and AI ethics, focusing on topics such as algorithmic fairness, causal representation, and interdisciplinary approaches to understanding cognition and decision-making. He explores how mathematical and computational models can clarify ethical challenges in predictive systems, precision medicine, and large language models.

Key research interests include causal theories, stochastic modeling, and the philosophical underpinnings of scientific explanation. His work often integrates cognitive science, computer science, and mathematics to address questions about knowledge representation, resource allocation in reasoning, and the social implications of AI.

Recent publications highlight his focus on aggregating fairness/accuracy metrics in predictive systems, causal model compression, and geo-culturally grounded AI. His articles frequently intersect with ethics, statistics, and computational methods, reflecting a commitment to interdisciplinary problem-solving. No scientific awards are listed, though his work demonstrates significant contributions to formal epistemology and applied ethics.

Dr. Kinney’s advising and grants activities are not detailed in the provided text. He is affiliated with the Philosophy department at Washington University and contributes to PNP initiatives exploring mind-brain connections. No lab affiliations or teams are explicitly mentioned, though his research collaborations likely span computer science, neuroscience, and ethics programs.