Proceedings of the Annual Meeting of the Cognitive Science Society
Uc Merced, Andy J. Wills, B. von Helversen et al.
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Preprint
Aug 2026
Errorless Irrationality: A unified computational account of the inverse base-rate effect across predictive, observational, and unsupervised procedures
A new theory is proposed, OSCAR, that integrates core computational principles of the best-validated models and operates on self-generated feedback akin to pattern completion and is the first model that reproduces the pattern of individual differences seen in humans across all three procedures.
L. Dome, Andy J. Wills
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