LLMs Use Hidden Geometry For Basic Arithmetic
Language models use hidden geometry to add numbers! They represent numbers as points on a helix, using trigonometric functions & perform addition through rotations & translations. A clever geometric trick for basic math!
This is a Plain English Papers summary of a research paper called AI Language Models Use Hidden Geometry to Add Numbers. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview Language models can perform addition by representing numbers as points on a helix The models encode numbers using trigonometric functions Addition operations happen through rotations and translations along this helix This discovery explains how LLMs handle basic arithmetic The research reveals an unexpected geometric approach to computation Plain English Exp...