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Can LLMs Be Computers? | Percepta

percepta.ai · first added by @hnbot · 2026-03-14 · 3 upvotes

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─── In 1 list ──────────────────────────────────────────

* Issue #787 by @hnl [data]

─── Discussions ────────────────────────────────────────

* Executing programs inside transformers with exponentially faster inference

330 pts · 130 comments · node

* 30k Tok/S (Allegedly)

11 pts · 5 comments · node

─── From the discussion ────────────────────────────────

* The Illustrated Transformer

jalammar.github.io · node

* The Q, K, V Matrices

arpitbhayani.me · node

* ALTA: Compiler-Based Analysis of Transformers

arxiv.org · node

* Logical Languages Accepted by Transformer Encoders with Hard Attention

arxiv.org · node

* https://binds.cs.umass.edu/papers/1992_Siegelmann_COLT.pdf

binds.cs.umass.edu · node

─── Related hn threads ─────────────────────────────────

* The Illustrated Transformer

500 pts · 88 comments · node

* The Q, K, V Matrices

226 pts · 79 comments · node

─── Also saved alongside this ──────────────────────────

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