Glossary · Term

tetrahedron

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Definition

Plain language

A pyramid with a triangular base and four corners — the simplest possible three-dimensional shape.

As stated in the literature

A four-vertex simplex; the maximally symmetric arrangement of four equidistant points in three dimensions, found as the learned geometry a transformer decision head uses to encode four multiple-choice options in persuasion-circuit analysis.

Why it matters: As the simplest and most symmetric way to place four equal points in space, it turns out to be the geometry a model uses internally to keep four multiple-choice options apart.

For example, a tetrahedron is the shape of a four-sided die, with a triangle on the bottom and a point on top.

Heard on the show

“And not four clusters in arbitrary positions — four clusters at the four vertices of a near-regular tetrahedron.”
Episode 038 — How LLMs Get Persuaded: One Attention Head, A Tetrahedron, And A Single Dial

Mentioned in 1 episode

  1. 038
    How LLMs Get Persuaded: One Attention Head, A Tetrahedron, And A Single Dial

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