The Geometry of Intelligence: Unpacking Superposition, Polysemanticity, and the Architecture of Sparse Autoencoders in Large Language Models
1. Introduction: The Interpretability Crisis and the High-Dimensional Mind The rapid ascent of Large Language Models (LLMs) has ushered in a distinct paradox in the field of artificial intelligence: as Read More …