Dynamical Systems Analysis Reveals Functional Regimes in Large Language Models

Hassan Ugail, Newton Howard

Large language models perform text generation through high-dimensional internal dynamics, yet the temporal organisation of these dynamics remains poorly understood. Most interpreta…