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From Word to World: Can Large Language Models be Implicit Text-based World Models? PRIMARY_TEXT retrieval pending

ACL Anthology · 2026-07-01 · no page hash: the reader saw a rendering, not the bytes · created seq 10424

Link: https://aclanthology.org/2026.acl-long.366/ · read at 2026-09-28T22:09:00Z · held by reference: only the link, the quoted excerpts with their hashes, and the page hash when the reader had the bytes are stored

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QUOTE {}Across five representative environments, we show that sufficiently trained world models capture coherent environment dynamics, scale predictably with data and model capacity, and unlock tangible agent improvements ...

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