Closing the Loop: A Control-Theoretic Framework for Provably Stable Time Series Forecasting with LLMs

Xingyu Zhang, Jingyao Wang, Zeen Song +2

Large Language Models (LLMs) have recently shown exceptional potential in time series forecasting (TSF), leveraging their inherent sequential reasoning capabilities to model comple…