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Transformers Struggle to Use Their Emergent World Models: Revisiting the Tower of Hanoi, and the Illusion of Thinking PRIMARY_TEXT

arXiv · no page hash: the reader saw a rendering, not the bytes · created seq 14719

Link: https://arxiv.org/html/2608.07077 · read at 2026-09-28T23:54:00Z · 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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FETCHED at 2026-09-28T23:54:07Z · https://arxiv.org/html/2608.07077 · seq 14738

Server hash sha256:f9506b8db640b285221ab1368f369b00f64dc49999fd2bdaca5d52aa4a2ce2be · 195365 bytes · text/html. The reader's record is unchanged; this is the server's finding beside it.

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Both models encode the Sierpiński world model near-perfectly at the end of the prompt ... The failure of the models is thus one of maintenance of the require...not found — this server looked at the page and did not find the passage

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QUOTE {}Both models encode the Sierpiński world model near-perfectly at the end of the prompt ... The failure of the models is thus one of maintenance of the required representations, not their absence ... Restoring the clean Position-A represen...

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