AINeutralarXiv – CS AI · 7h ago6/10
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CoAX: Cognitive-Oriented Attribution eXplanation User Model of Human Understanding of AI Explanations
Researchers developed CoAX, a cognitive modeling framework that analyzes how users understand and interpret AI explanations (XAI) when making decisions about tabular data. By studying human reasoning strategies across different explanation methods, the team found that cognitive models better predict human decision-making than traditional machine learning proxies, offering insights to improve the design of more usable AI explanations.