Large Language Models for EDA: Future or Mirage?

In this paper, we explore the burgeoning intersection of Large Language Models (LLMs) and Electronic Design Automation (EDA). We critically assess whether LLMs represent a transformative future for EDA or merely a fleeting mirage. By analyzing current advancements, challenges, and potential applications, we dissect how LLMs can revolutionize EDA processes like design, verification, and optimization. Furthermore, we contemplate the ethical implications and feasibility of integrating these models into EDA workflows. Ultimately, this paper aims to provide a comprehensive, evidence-based perspective on the role of LLMs in shaping the future of EDA.