arXiv cs.LGPaper
Learn the Interface, Not the Implementation: Output Representation Dominates Training Regime in LLM-Based RTL Generation
This has real implications for anyone building LLM-based hardware design tools. The finding is stark: format matters more than how you train the model. Stop optimizing fine-tuning strategies and start thinking about the interface between the LLM and the formal verifier. This is actionable guidance.