the Neural Theorizer
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Learning to Theorize the World from Observation
arXiv:2605.03413v2 Announce Type: replace Abstract: What does it mean to understand the world? Contemporary world models often operationalize understanding as accurate future prediction in latent or observation space. Developmental cognitive science, however, suggests a different view: human understanding emerges through the construction of internal theories of how the world works, even before mature language is acquired.