AINeutralarXiv – CS AI · 7h ago6/10
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Think-Aloud Reshapes Automated Cognitive Model Discovery Beyond Behavior
Researchers demonstrate that incorporating think-aloud verbal protocols alongside behavioral data significantly improves automated cognitive model discovery using large language models. The approach shifts discovered models toward different structural classes, revealing decision-making mechanisms invisible to behavior-only analysis, particularly in risky decision-making contexts.