Can Reasoning Models Reason about Hardware? An Agentic HLS Perspective

Luca Collini, Andrew Hennessee, Ramesh Karri +1

Recent Large Language Models (LLMs) such as OpenAI o3-mini and DeepSeek-R1 use enhanced reasoning through Chain-of-Thought (CoT). Their potential in hardware design, which relies o…