Leveraging Large Language Models for Efficient Digital ASIC Design: Strategies, Challenges, and Prospects

Large Language Models (LLMs) offer the potential to automate the generation of Hardware Description Language (HDL) code, thereby streamlining the digital ASIC design process. However, the practical application of LLMs in this domain faces significant challenges, including the generation of syntax errors and difficulties in accurately interpreting high-level circuit semantics.