Numerical Instability and Chaos: Quantifying the Unpredictability of Large Language Models

Chashi Mahiul Islam, Alan Villarreal, Mao Nishino +2

As Large Language Models (LLMs) are increasingly integrated into agentic workflows, their unpredictability stemming from numerical instability has emerged as a critical reliability…