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cs.AI2026
Hypothesis-guided discovery of cognitive algorithms via program refinement
Huiwen Alex Yang, Mark K. Ho, Bill D. Thompson
Developing cognitive models of algorithmic reasoning from behavioral data is a central problem in cognitive science that challenges current methods. Traditional approaches to cogni…
cs.AI2026
Do Large Language Models Mentalize When They Teach?
Sevan K. Harootonian, Mark K. Ho, Thomas L. Griffiths +2
How do LLMs decide what to teach next: by reasoning about a learner's knowledge, or by using simpler rules of thumb? We test this in a controlled task previously used to study huma…