crossrefMachine Learning and Knowledge Extraction2026-04-11
Algorithmic Insights into Human Irrationality: Machine Learning Approaches to Detecting Cognitive Biases and Motivated Reasoning
Sarthak Pattnaik, Chhayank Jain, Eugene Pinsky
This study illuminates fundamental questions in behavioral science through advanced machine learning methodologies applied to large-scale public opinion data. Drawing on Kahneman and Tversky’s dual-process theory and Sunstein’s nudge architecture, we employ hierarchical unsupervi…