paper_type.json (244B)
1 { 2 "paper_type": "empirical", 3 "reason": "Conducts experimental evaluation of LLMs for hardware test generation, reporting quantitative results (5x–100x cycle reduction, coverage metrics) on benchmark designs as its primary contribution." 4 }