Generative AI models have demonstrated their ability to generate code and other structured text. The use of these models in generating hardware design is a topic of current research. The approaches range from interactive hardware design assistants to fully autonomous agents capable of reasoning and designing. Consistency of the generated designs is being studied even for structured text generation. In this talk, we'll discuss existing approaches, and our approach to platform hardware design and the learnings and recommendations that came out of this effort.