# Extra hidden computations in LLM using dot tokens for multi-hop reasoning

> Source: <https://xcancel.com/kaleybrauer/status/2078185882926846044>
> Published: 2026-07-18 02:41:32+00:00

Article URL: 
https://xcancel.com/kaleybrauer/status/2078185882926846044

Comments URL: 
https://news.ycombinator.com/item?id=48954687

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